Methods and systems for creating a government bond volatility index and trading derivative products based thereon

ABSTRACT

A computer system for calculating a government bond volatility index comprising memory configured to store at least one program; and at least one processor communicatively coupled to the memory, in which the at least one program, when executed by the at least one processor, causes the at least one processor to receive data regarding options on government bond derivatives; calculate, using the data regarding options on government bond derivatives, the government bond volatility index; and transmit data regarding the government bond volatility index.

RELATED APPLICATION

This application is a continuation of U.S. patent application Ser. No.15/049,948, filed on Feb. 22, 2017, which was continuation of U.S.application Ser. No. 13/970, 193, filed Aug. 19, 2013, which is acontinuation-in-part of pending U.S. application Ser. No. 13/931,114,filed Jun. 28, 2013, which is a continuation-in-part of pending U.S.application Ser. No. 13/842,197, filed Mar. 15, 2013, which claimspriority from, now expired, U.S. Provisional Application No. 61/650,150,filed May 22, 2012, each of which is hereby incorporated by reference inits entirety. All patents, patent applications, and references citedanywhere in this specification are hereby incorporated by reference intheir entirety.

FIELD OF THE DISCLOSURE

The present disclosure relates to fixed income derivative investmentmarkets.

BACKGROUND

A derivative is a financial instrument whose value depends at least inpart on the value and/or characteristic(s) of another security, known asan underlying asset. Examples of underlying assets include, but are notlimited to: interest rate financial instruments (e.g., bonds),commodities, securities, electronically traded funds, and indices. Twoexemplary and well-known derivatives are options and futures contracts.

Derivatives, such as options and futures contracts, may be tradedover-the-counter and/or on other trading platforms, such as organizedexchanges (e.g., the Chicago Board Options Exchange, Incorporated(“CBOE”)). In over-the-counter transactions the individual parties to atransaction are able to customize each transaction to meet each party'sindividual needs. With trading platform or exchange traded derivatives,buy and sell orders for standardized derivative contracts are submittedto an exchange where they are matched and executed. Generally, moderntrading exchanges have exchange specific computer systems that allow forthe electronic submission of orders via electronic communicationnetworks, such as the Internet. An example of an exchange specificcomputer system is illustrated in FIG. 1.

Once matched and executed, the executed trade is transmitted to aclearing corporation that stands between the holders and writers ofderivative contracts. When exchange traded derivatives are exercised,the cash or underlying assets are delivered, when necessary, to theclearing corporation and the clearing corporation disperses the assetsas appropriate and defined by the consequence(s) of the trades.

An option contract gives the contract holder a right, but not anobligation, to buy or sell an underlying asset at a specific price on orbefore a certain date, depending on the option style (e.g., American orEuropean). Conversely, an option contract obligates the seller of thecontract to deliver an underlying asset at a specific price on or beforea certain date, depending on the option style (e.g., American orEuropean). An American style option may be exercised at any time priorto its expiration. A European style option may be exercised only at itsexpiration, i.e., at a single pre-defined point in time.

There are generally two types of options: calls and puts. A call optionconveys to the holder a right to purchase an underlying asset at aspecific price (i.e., the strike price), and obligates the writer todeliver the underlying asset to the holder at the strike price. A putoption conveys to the holder a right to sell an underlying asset at aspecific price (i.e., the strike price), and obligates the writer topurchase the underlying asset at the strike price.

There are generally two types of settlement processes: physicalsettlement and cash settlement. During physical settlement, funds aretransferred from one party to another in exchange for the delivery ofthe underlying asset. During cash settlement, funds are delivered fromone party to another according to a calculation that incorporates dataconcerning the underlying asset.

A future contract gives a buyer of the future an obligation to receivedelivery of an underlying commodity or asset on a fixed date in thefuture. Accordingly, a seller of the future contract has the obligationto deliver the commodity or asset on the specified date for a givenprice. Futures may be settled using physical or cash settlement. Bothoption and future contracts may be based on abstract market indicators,such as indices, and are typically traded on an exchange. Throughoutthis application, the term “tenor of the underlying bond” shall refer tothe time to maturity of the bond underlying the future, which in turnunderlies the future option because the option is written on the futureand not directly on the bond.

A forward contract gives a buyer of the forward an obligation to receivedelivery of an underlying commodity or asset on a fixed date in thefuture. Accordingly, a seller of the forward contract has the obligationto deliver the commodity or asset on the specified date for a givenprice. Forwards may be settled using physical or cash settlement.Forward contracts may be based on abstract market indicators, such asindices, and are typically traded OTC. Throughout this application, theterm “tenor of the underlying bond” shall refer to the time to maturityof the bond underlying the forward, which in turn underlies the forwardoption because the option is written on the forward and not directly onthe bond.

An index is a statistical composite that is used to indicate theperformance of a market or a market sector over various time periods,i.e., act as a performance benchmark. Examples of indices include theDow Jones Industrial Average, the National Association of SecuritiesDealers Automated Quotations (“NASDAQ”) Composite Index, and theStandard & Poor's 500 (“S&P 500®”). As noted above, options on indicesare generally cash settled. For example, using cash settlement, a holderof an index call option receives the right to purchase not the indexitself, but rather a cash amount equal to the value of the indexmultiplied by a multiplier, e.g., $100. Thus, if a holder of an indexcall option exercises the option, the writer of the option must pay theholder, provided the option is in-the-money, the difference between thecurrent value of the underlying index and the strike price multiplied bya multiplier.

Among the indices that derivatives may be based on are those that gaugethe volatility of a market or a market subsection. For example, CBOEcreated and disseminates the CBOE Market Volatility Index or VIX®, whichis a key measure of market expectations of near-term volatility conveyedby S&P 500 stock index options prices. Additionally, CBOE offersexchange traded derivative products (both futures and options) that usethe VIX as the underlying asset. Volatility indices and the derivativeproducts based thereon have been widely accepted by the financialindustry as both a useful tool to hedge positions and as a device forexpressing investment views on the direction of volatility.

A government bond is a debt instrument issued by a sovereign entity.Bonds have varying maturities and may make periodic fixed or floatinginterest payments, i.e. coupons. Depending on the issuing government orthe term of the bond, government bonds go by different names, includingbut not limited to Treasury bill, Treasury note, Treasury bond, Germanbund, German bobl, German schatz, Japanese government bond (JGB), UKGilt and so on.

BRIEF SUMMARY

The inventors have appreciated that, while several volatility indicesexist, there currently exists no implementation of a volatility gaugefor government bond (GB) markets that is theoretically consistent withprices prevailing in existing markets for options on GB derivatives suchas futures and forwards. Particularly, no standardized benchmarks existto estimate the volatility in the GB markets over a given investmenthorizon and tenor of the underlying bond. Because no standardizedbenchmark currently exists that reflects the option-implied fair marketvalue of expected GB volatility, traders, other market participants,and/or money managers currently trade options on GB futures and optionsto hedge other financial positions, facilitate market-making, and/ortake particular investment positions related to market volatility.However, the strategies employed in attempting to hedge risk via thetrading of options on GB futures do not necessarily lead to accurateprofits and losses due to price dependency, i.e., the tendency togenerate profits and losses that are affected by the path of pricemovements between trade inception and expiry dates rather than theabsolute price level prevailing at the time of option expiry.

As such, some embodiments of the invention provide techniques forcalculating an effective volatility index related to the GB market.Additionally, some embodiments of the invention provide techniques forinstantiating and/or facilitating trading of derivative products basedon such an index.

In some embodiments, techniques are provided for creating anddisseminating one or more volatility indices calculated using data foroptions on government bond derivatives such as futures and forwards(i.e., an option granting its owner the right but not the obligation toenter into an underlying bond derivative contract), and facilitating theelectronic creation and trading of derivative products based on one ormore indices relating to volatility.

Additional features and advantages of the invention will be set forth inthe description that follows, and in part will be apparent from thedescription, or may be learned by practice of the invention. Theobjectives and advantages of the invention will be realized and attainedby the method that is particularly pointed out in the writtendescription and claims hereof as well as the appended drawings.

To achieve these and other advantages, and in accordance with thepurpose of the invention, as embodied and broadly described, the presentinvention provides a computer system for calculating a government bondvolatility index comprising memory configured to store at least oneprogram; and at least one processor communicatively coupled to thememory, in which the at least one program, when executed by the at leastone processor, causes the at least one processor to receive dataregarding options on government bond derivatives; calculate, using thedata regarding options on government bond derivatives, the governmentbond volatility index; and transmit data regarding the government bondvolatility index.

In some embodiments, the data regarding options on government bondderivatives includes data regarding prices of options on government bondderivatives.

In one embodiment, the data regarding prices of options on governmentbond derivatives includes data regarding prices of options on governmentbond futures or government bond forwards.

In another embodiment, the data regarding prices of options ongovernment bond derivatives includes data regarding prices of Europeanstyle options on government bond forwards.

In some embodiments, the data regarding prices of options on governmentbond derivatives includes data regarding prices of options that are notEuropean style options on government bond forwards.

In some embodiments, when the data regarding prices of options ongovernment bond derivatives includes data regarding prices of optionsthat are not European-style options on government bond forwards,converting the data regarding prices of options that are notEuropean-style options on government forwards to data regarding pricesof European style options on government bond forwards.

In some embodiments, calculating the government bond volatility indexincludes valuing a basket of options on the government bond derivativesrequired for model-independent pricing of a variance swap contract onthe government bond derivatives.

In some embodiments, the government bond volatility index is calculatedat time t according to the equation:

${{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}} \right)^{2}\end{bmatrix}}}$

wherein:

t denotes a time at which the government bond volatility index iscalculated;

T denotes a time of expiry of options on government bond derivatives;

T_(D) denotes a time of maturity of government bond derivativesunderlying the options where T_(D)≥T;

T_(N) denotes a time of expiry of government bonds;

Z+1 denotes a total number of options used in the index calculation;

K₀ denotes the lowest strike of the Z+1 options;

K_(i) denotes the i^(th) highest strike of the Z+1 options;

K_(Z) denotes the highest strike of the Z+1 options;

ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK _(Z)=(K_(Z) −K _(Z−1));

if the price is observable at time t, then F_(t)(T_(D),T_(N)) is a priceat time t of a government bond derivative contract underlying the putand call options, expiring at T_(D) with an underlying government bondmaturing at T_(N);

if the price is not observable at time t, then F_(t)(T_(D),T_(N)) is thestrike at which the difference between the put and call prices issmallest;

if there exists an option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N));

if there does not exist an option struck at F_(t)(T_(D),T_(N)), then K*is the first available strike below F_(t)(T_(D),T_(N));

P_(t)(T) is a price at time t of a zero-coupon non-defaultable bondmaturing at T;

Put_(t)(K_(i),T,T_(D),T_(N)) is a price at time t of a put option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);

Call_(i)(K_(i),T,T_(D),T_(N)) is a price at time t of a call option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);and

GB-VI(t,T,T_(D),T_(N))is the value of the government bond volatilityindex at time t calculated based on options expiring at T on governmentbond derivatives expiring at T_(D) with an underlying bond maturing atT_(N).

In some embodiments, the government bond volatility index is calculatedat time t according to the equation:

${{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( {{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}} \right)^{2}\end{bmatrix}}}$

wherein:

t denotes a time at which the government bond volatility index iscalculated;

T denotes a time of expiry of options on government bond derivatives;

T_(D) denotes a time of maturity of government bond derivativesunderlying the options where T_(D)≥T;

T_(N) denotes a time of expiry of government bonds;

Z+1 denotes a total number of options used in the index calculation;

K₀ denotes the lowest strike of the Z+1 options;

K_(i) denotes the i^(th) highest strike of the Z+1 options;

K_(Z) denotes the highest strike of the Z+1 options;

ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK₀=(K ₁ −K ₀), ΔK _(Z)=(K_(Z) −K _(Z−1));

if the price is observable at time t, then F_(t)(T_(D),T_(N)) is a priceat time t of a government bond derivative contract underlying the putand call options, expiring at T_(D) with an underlying government bondmaturing at T_(N);

if the price is not observable at time t, then F_(t)(T_(D),T_(N)) is thestrike at which the difference between the put and call prices issmallest;

if there exists an option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N));

if there does not exist an option struck at F_(t)(T_(D),T_(N)), then K*is the first available strike below F_(t)(T_(D),T_(N));

P_(t)(T) is a price at time t of a zero-coupon non-defaultable bondmaturing at T;

Put_(t)(K_(i),T,T_(D), T_(N)) is a price at time t of a put option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);

Call_(i)(K_(i), T, T_(D), T_(N)) is a price at time t of a call option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);and

GB-VI^(bp) (t,T,T_(D),T_(N)) is the value of the government bondvolatility index at time t calculated based on options expiring at T ongovernment bond derivatives expiring at T_(D) with an underlying bondmaturing at T_(N).

In some embodiments, in the absence of accrued coupons at time T, thegovernment bond volatility index is calculated at time t according tothe equation

${{GB} - {{VI}_{Y}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {{100 \times {{\hat{P}}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack} \times {GB}} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}}$  where$\mspace{20mu} {{{\hat{P}(y)} \equiv {{\sum\limits_{i = 1}^{N}{\frac{C_{i}}{n}\left( {1 + \frac{y}{n}} \right)^{- i}}} + {100\left( {1 + \frac{y}{n}} \right)^{- N}}}};}$

and, in the presence of accrued coupons at time T with the next coupondue at t_(j), the government bond volatility index is calculated at timet according to the equation:

${{GB} - {{VI}_{Y}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {{100 \times {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack} \times {GB}} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}}$  where$\mspace{20mu} {{{\hat{P}}_{T}(x)} \equiv {{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + x} \right)^{- \frac{{dc}{({t_{i} - T})}}{{dc}{({year})}}}}} + {100\left( {1 + x} \right)^{- \frac{{dc}{({t_{N} - T})}}{{dc}{({year})}}}}}}$  and$\mspace{20mu} {{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}} \right)^{2}\end{bmatrix}}}}$   and${{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( {{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}} \right)^{2}\end{bmatrix}}}$

wherein:

t denotes a time at which the government bond volatility index iscalculated;

T denotes a time of expiry of options on government bond derivatives;

t_(j) is the first coupon payment on or after T;

T_(D) denotes a time of maturity of government bond derivativesunderlying the options where T_(D)≥T;

T_(N) denotes a time of expiry of government bonds;

Z+1 denotes a total number of options used in the index calculation;

K₀ denotes the lowest strike of the Z+1 options;

K_(i) denotes the i^(th) highest strike of the Z+1 options;

K_(Z) denotes the highest strike of the Z+1 options;

ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK _(Z)=(K_(Z) −K _(Z−1));

if the price is observable at time t, then F_(t)(T_(D),T_(N)) is a priceat time t of a government bond derivative contract underlying the putand call options, expiring at T_(D) with an underlying government bondmaturing at T_(N);

if the price is not observable at time t, then F_(t)(T_(D),T_(N)) is thestrike at which the difference between the put and call prices issmallest;

if there exists an option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N));

if there does not exist an option struck at F_(t)(T_(D),T_(N)), then K*is the first available strike below F_(t)(T_(D),T_(N));

P_(t)(T) is a price at time t of a zero-coupon non-defaultable bondmaturing at T;

Put_(t)(K_(i),T,T_(D),T_(N))is a price at time t of a put option, struckat K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);

Call_(i)(K_(i), T, T_(D), T_(N)) is a price at time t of a call option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);

N denotes the total number of coupon payments of a government bond;

C_(i) denotes the amount of the i^(th) coupon out of N coupons of agovernment bond;

n denotes the frequency of coupon payments per annum of a governmentbond;

y denotes the yield of a government bond;

x denotes the yield of a government bond;

{circumflex over (P)}(y) is a bond price corresponding to a bond yieldof a coupon-bearing government bond;

{circumflex over (P)}⁻¹(y) is the functional inverse of {circumflex over(P)}(y);

{circumflex over (P)}_(T)(x) is a bond price at time T corresponding toa bond yield of a coupon-bearing government bond;

{circumflex over (P)}_(T) ⁻¹(x) is the functional inverse of {circumflexover (P)}_(T)(x);

dc(year) is the number of days in a year based on a day count conventionused for the government bond;

dc(T-t) is the number of days between t and T based on a day countconvention used for the government bond;

GB-VI_(Y) ^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index in terms of basis point yield volatility at time tcalculated based on options expiring at T on government bond derivativesexpiring at T_(D) with an underlying bond maturing at T_(N);

GB-VI^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index in terms of basis point price volatility at time tcalculated based on options expiring at T on government bond derivativesexpiring at T_(D) with an underlying bond maturing at T_(N); and

GB-VI(t,T,T_(D),T_(N)) is the value of the government bond volatilityindex in terms of percentage price volatility at time t calculated basedon options expiring at T on government bond derivatives expiring atT_(D) with an underlying bond maturing at T_(N).

In some embodiments, the government bond volatility index is calculatedat time t according to the equation:

${{GB} - {{VI}_{Yd}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv \frac{{100 \times \left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right) \times {GB}} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\begin{matrix}{{\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right)^{- \frac{{dc}{({t_{i} - T})}}{{dc}{({year})}}}\frac{{dc}\left( {t_{i} - T} \right)}{{dc}({year})}} +} \\{100\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right)^{- \frac{{dc}{({t_{N} - T})}}{{dc}{({year})}}}\frac{{dc}\left( {t_{N} - T} \right)}{{dc}({year})}}\end{matrix}}}$ where${{\hat{P}}_{T}(x)} \equiv {{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + x} \right)^{- \frac{{dc}{({t_{i} - T})}}{{dc}{({year})}}}}} + {100\left( {1 + x} \right)^{- \frac{{dc}{({t_{N} - T})}}{{dc}{({year})}}}}}$and${{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}} \right)^{2}\end{bmatrix}}}$ and${{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( {{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}} \right)^{2}\end{bmatrix}}}$

wherein:

t denotes a time at which the government bond volatility index iscalculated;

T denotes a time of expiry of options on government bond derivatives;

T_(D) denotes a time of maturity of government bond derivativesunderlying the options where T_(D)≥T;

T_(N) denotes a time of expiry of government bonds;

Z+1 denotes a total number of options used in the index calculation;

K₀ denotes the lowest strike of the Z+1 options;

K_(i) denotes the i^(th) highest strike of the Z+1 options;

K_(Z) denotes the highest strike of the Z+1 options;

ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK₀=(K ₁ −K ₀), ΔK _(Z)=(K_(Z) −K _(Z−1));

if the price is observable at time t, then F_(t)(T_(D),T_(N)) is a priceat time t of a government bond derivative contract underlying the putand call options, expiring at T_(D) with an underlying government bondmaturing at T_(N);

if the price is not observable at time t, then F_(t)(T_(D),T_(N)) is thestrike at which the difference between the put and call prices issmallest;

if there exists an option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N));

if there does not exist an option struck at F_(t)(T_(D),T_(N)), then K*is the first available strike below F_(t)(T_(D),T_(N));

P_(t)(T) is a price at time t of a zero-coupon non-defaultable bondmaturing at T;

Put_(t)(K_(i),T,T_(D),T_(N)) is a price at time t of a put option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);

Call_(t)(K_(i),T,T_(D),T_(N))is a price at time t of a call option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);

N denotes the total number of coupon payments of a government bond;

C_(i) denotes the amount of the i^(th) coupon out of N coupons of agovernment bond;

n denotes the frequency of coupon payments per annum of a governmentbond;

x denotes the yield of a government bond;

{circumflex over (P)}_(T)(x) is a bond price corresponding to a bondyield of a coupon-bearing government bond;

{circumflex over (P)}T⁻¹(x) is the functional inverse of {circumflexover (P)}_(T)(x);

dc(year) is the number of days in a year based on a day count conventionused for the government bond;

dc(T-t)is the number of days between t and T based on a day countconvention used for the government bond;

t_(j) is the first coupon payment on or after T;

GB-VI_(Yd) ^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index in terms of basis point yield volatility at time tcalculated based on options expiring at T on government bond derivativesexpiring at T_(D) with an underlying bond maturing at T_(N);

GB-VI^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index in terms of basis point price volatility at time tcalculated based on options expiring at T on government bond derivativesexpiring at T_(D) with an underlying bond maturing at T_(N); and

GB-VI(t,T,T_(D),T_(N)) is the value of the government bond volatilityindex in terms of percentage price volatility at time t calculated basedon options expiring at T on government bond derivatives expiring atT_(D) with an underlying bond maturing at T_(N).

In some embodiments, the at least one processor is further caused tocreate a standardized exchange-traded derivative instrument based on thegovernment bond volatility index; and transmit data regarding thestandardized exchange-traded derivative.

In some embodiments, transmitting data regarding the standardizedexchange-traded derivative instrument includes transmitting dataregarding one or more of a settlement price, a bid price, an offerprice, or a trade price of the standardized exchange-traded derivativeinstrument.

In another embodiment, a non-transitory computer readable storage mediumhaving computer-executable instructions recorded thereon that, whenexecuted on a computer, configure the computer to perform a method tocalculate a government bond volatility index, the method comprisingreceiving data regarding options on government bond derivatives;calculating, using the data regarding options on government bondderivatives, the government bond volatility index; and transmitting dataregarding the government bond volatility index.

In some embodiments of the non-transitory computer readable storagemedium, the data regarding options on government bond derivativesincludes data regarding prices of options on government bondderivatives.

In one embodiment of the non-transitory computer readable storagemedium, the data regarding prices of options on government bondderivatives includes data regarding prices of options on government bondfutures or government bond forwards.

In some embodiments of the non-transitory computer readable storagemedium, the data regarding prices of options on government bondderivatives includes data regarding prices of European style options ongovernment bond forwards.

In some embodiments of the non-transitory computer readable storagemedium, the data regarding prices of options on government bondderivatives includes data regarding prices of options that are notEuropean style options on government bond forwards.

In some embodiments of the non-transitory computer readable storagemedium, when the data regarding prices of options on government bondderivatives includes data regarding prices of options that are notEuropean-style options on government bond forwards, converting the dataregarding prices of options that are not European-style options ongovernment bond forwards to data regarding prices of European styleoptions on government bond forwards.

In some embodiments of the non-transitory computer readable storagemedium, calculating the government bond volatility index includesvaluing a basket of options on the government bond derivatives requiredfor model-independent pricing of a variance swap contract on thegovernment bond derivatives.

In some embodiments of the non-transitory computer readable storagemedium, the government bond volatility index is calculated at time taccording to the equation:

${{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}} \right)^{*}\end{bmatrix}}}$

wherein:

t denotes a time at which the government bond volatility index iscalculated;

T denotes a time of expiry of options on government bond derivatives;

T_(D) denotes a time of maturity of government bond derivativesunderlying the options where T_(D)≥T;

T_(N) denotes a time of expiry of government bonds;

Z+1 denotes a total number of options used in the index calculation;

K₀ denotes the lowest strike of the Z+1 options;

K_(i) denotes the i^(th) highest strike of the Z+1 options;

K_(Z) denotes the highest strike of the Z+1 options;

ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK _(Z)=(K_(Z) −K _(Z−1));

if the price is observable at time t, then F_(t)(T_(D),T_(N)) is a priceat time t of a government bond derivative contract underlying the putand call options, expiring at T_(D) with an underlying government bondmaturing at T_(N);

if the price is not observable at time t, then F_(t)(T_(D),T_(N)) is thestrike at which the difference between the put and call prices issmallest;

if there exists an option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N));

if there does not exist an option struck at F_(t)(T_(D),T_(N)), then K*is the first available strike below F_(t)(T_(D),T_(N));

P_(t)(T) is a price at time t of a zero-coupon non-defaultable bondmaturing at T;

Put_(t)(K_(i),T,T_(D),T_(N)) is a price at time t of a put option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);

Call_(t)(K_(i),T,T_(D),T_(N)) is a price at time t of a call option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);and

GB-VI(t,T,T_(D),T_(N)) is the value of the government bond volatilityindex at time t calculated based on options expiring at T on governmentbond derivatives expiring at T_(D) with an underlying bond maturing atT_(N).

In some embodiments of the non-transitory computer readable storagemedium, the government bond volatility index is calculated at time taccording to the equation:

${{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( {{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}} \right)^{2}\end{bmatrix}}}$

wherein:

t denotes a time at which the government bond volatility index iscalculated;

T denotes a time of expiry of options on government bond derivatives;

T_(D) denotes a time of maturity of government bond derivativesunderlying the options where T_(D)≥T;

T_(N) denotes a time of expiry of government bonds;

Z+1 denotes a total number of options used in the index calculation;

K₀ denotes the lowest strike of the Z+1 options;

K_(i) denotes the i^(th) highest strike of the Z+1 options;

K_(Z) denotes the highest strike of the Z+1 options;

ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK_(Z)=(K_(Z) −K _(Z−1));

if the price is observable at time t, then F_(t)(T_(D),T_(N)) is a priceat time t of a government bond derivative contract underlying the putand call options, expiring at T_(D) with an underlying government bondmaturing at T_(N);

if the price is not observable at time t, then F_(t)(T_(D),T_(N)) is thestrike at which the difference between the put and call prices issmallest;

if there exists an option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N));

if there does not exist an option struck at F_(t)(T_(D),T_(N)), then K*is the first available strike below F_(t)(T_(D),T_(N));

P_(t)(T) is a price at time t of a zero-coupon non-defaultable bondmaturing at T;

Put_(t)(K_(i)T,T_(D),T_(N)) is a price at time t of a put option, struckat K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);

Call_(t)(K_(i),T,T_(D),T_(N)) is a price at time t of a call option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);and

GB-VI^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index at time t calculated based on options expiring at T ongovernment bond derivatives expiring at T_(D) with an underlying bondmaturing at T_(N).

In some embodiments of the non-transitory computer readable storagemedium, in the absence of accrued coupons at time T, the government bondvolatility index is calculated at time t according to the equation

${{GB} - {{VI}_{Y}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {{100 \times {{\hat{P}}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack} \times {GB}} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}}$  where$\mspace{20mu} {{{\hat{P}(x)} \equiv {{\sum\limits_{i = 1}^{N}{\frac{C_{i}}{n}\left( {1 + \frac{y}{n}} \right)^{- i}}} + {100\left( {1 + \frac{y}{n}} \right)^{- N}}}};}$

and, in the presence of accrued coupons at time T with the next coupondue at t_(j), the government bond volatility index is calculated at timet according to the equation:

${{GB} - {{VI}_{Y}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {{100 \times {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack} \times {GB}} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}}$  where$\mspace{20mu} {{{\hat{P}}_{T}(x)} \equiv {{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + x} \right)^{- \frac{{dc}{({t_{i} - T})}}{{dc}{({year})}}}}} + {100\left( {1 + x} \right)^{- \frac{{dc}{({t_{N} - T})}}{{dc}{({year})}}}}}}$  and$\mspace{20mu} {{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}} \right)^{2}\end{bmatrix}}}}$   and${{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( {{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}} \right)^{2}\end{bmatrix}}}$

wherein:

t denotes a time at which the government bond volatility index iscalculated;

T denotes a time of expiry of options on government bond derivatives;

t_(j) is the first coupon payment on or after T;

T_(D) denotes a time of maturity of government bond derivativesunderlying the options where T_(D)≥T;

T_(N) denotes a time of expiry of government bonds;

Z+1 denotes a total number of options used in the index calculation;

K₀ denotes the lowest strike of the Z+1 options;

K_(i) denotes the i^(th) highest strike of the Z+1 options;

K_(Z) denotes the highest strike of the Z+1 options;

ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK_(Z)=(K_(Z) −K _(Z−1));

if the price is observable at time t, then F_(t)(T_(D),T_(N)) is a priceat time t of a government bond derivative contract underlying the putand call options, expiring at T_(D) with an underlying government bondmaturing at T_(N);

if the price is not observable at time t, then F_(t)(T_(D),T_(N)) is thestrike at which the difference between the put and call prices issmallest;

if there exists an option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N));

if there does not exist an option struck at F_(t)(T_(D),T_(N)), then K*is the first available strike below F_(t)(T_(D),T_(N));

P_(t)(T) is a price at time t of a zero-coupon non-defaultable bondmaturing at T;

Put_(t)(K_(i),T,T_(D),T_(N)) is a price at time t of a put option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);

Call_(t)(K_(i),T,T_(D),T_(N)) is a price at time t of a call option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);

N denotes the total number of coupon payments of a government bond;

C_(i) denotes the amount of the i^(th) coupon out of N coupons of agovernment bond;

n denotes the frequency of coupon payments per annum of a governmentbond;

y denotes the yield of a government bond;

x denotes the yield of a government bond;

{circumflex over (P)}(y) is a bond price corresponding to a bond yieldof a coupon-bearing government bond;

{circumflex over (P)}⁻¹(y) is the functional inverse of {circumflex over(P)}(y);

{circumflex over (P)}_(T)(x) is a bond price at time T corresponding toa bond yield of a coupon-bearing government bond;

{circumflex over (P)}_(T) ⁻¹(x) is the functional inverse of {circumflexover (P)}_(T)(x);

dc(year) is the number of days in a year based on a day count conventionused for the government bond;

dc(T-t)is the number of days between t and T based on a day countconvention used for the government bond; GB-VI_(Y)^(bp)(t,T,T_(D),T_(N)) is the value of the government bond volatilityindex in terms of basis point yield volatility at time t calculatedbased on options expiring at T on government bond derivatives expiringat T_(D) with an underlying bond maturing at T_(N);

GB-VI^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index in terms of basis point price volatility at time tcalculated based on options expiring at T on government bond derivativesexpiring at T_(D) with an underlying bond maturing at T_(N); and

GB-VI(t,T,T_(D),T_(N)) is the value of the government bond volatilityindex in terms of percentage price volatility at time t calculated basedon options expiring at T on government bond derivatives expiring atT_(D) with an underlying bond maturing at T_(N).

In some embodiments of the non-transitory computer readable storagemedium, the government bond volatility index is calculated at time taccording to the equation:

${{GB} - {{VI}_{Yd}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv \frac{{100 \times \left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right) \times {GB}} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\begin{matrix}{{\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right)^{- \frac{{dc}{({t_{i} - T})}}{{dc}{({year})}}}\frac{{dc}\left( {t_{i} - T} \right)}{{dc}({year})}} +} \\{100\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right)^{- \frac{{dc}{({t_{N} - T})}}{{dc}{({year})}}}\frac{{dc}\left( {t_{N} - T} \right)}{{dc}({year})}}\end{matrix}}}$ where${{\hat{P}}_{T}(x)} \equiv {{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + x} \right)^{- \frac{{dc}{({t_{i} - T})}}{{dc}{({year})}}}}} + {100\left( {1 + x} \right)^{- \frac{{dc}{({t_{N} - T})}}{{dc}{({year})}}}}}$and${{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}} \right)^{2}\end{bmatrix}}}$ and${{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( {{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}} \right)^{2}\end{bmatrix}}}$

wherein:

t denotes a time at which the government bond volatility index iscalculated;

T denotes a time of expiry of options on government bond derivatives;

T_(D) denotes a time of maturity of government bond derivativesunderlying the options where T_(D)≥T;

T_(N) denotes a time of expiry of government bonds;

Z+1 denotes a total number of options used in the index calculation;

K₀ denotes the lowest strike of the Z+1 options;

K_(i) denotes the i^(th) highest strike of the Z+1 options;

K_(Z) denotes the highest strike of the Z+1 options;

ΔK_(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK _(Z)=(K_(Z) −K _(Z−1));

if the price is observable at time t, then F_(t)(T_(D),T_(N)) is a priceat time t of a government bond derivative contract underlying the putand call options, expiring at T_(D) with an underlying government bondmaturing at T_(N);

if the price is not observable at time t, then F_(t)(T_(D),T_(N)) is thestrike at which the difference between the put and call prices issmallest;

if there exists an option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N));

if there does not exist an option struck at F_(t)(T_(D),T_(N)), then K*is the first available strike below F_(t)(T_(D),T_(N));

P_(t)(T) is a price at time t of a zero-coupon non-defaultable bondmaturing at T;

Put_(t)(K_(i),T,T_(D),T_(N)) is a price at time t of a put option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);

Call_(t)(K_(i),T,T_(D),T_(N)) is a price at time t of a call option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);

N denotes the total number of coupon payments of a government bond;

C_(i) denotes the amount of the i^(th) coupon out of N coupons of agovernment bond;

n denotes the frequency of coupon payments per annum of a governmentbond;

x denotes the yield of a government bond;

{circumflex over (P)}_(T)(x) is a bond price corresponding to a bondprice to bond yield of a coupon-bearing government bond;

{circumflex over (P)}_(T) ⁻¹(x) is the functional inverse of {circumflexover (P)}_(T)(x);

dc(year) is the number of days in a year based on a day count conventionused for the government bond;

dc(T-t)is the number of days between t and T based on a day countconvention used for the government bond;

t_(j) is the first coupon payment on or after T;

GB-VI_(Yd) ^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index in terms of basis point yield volatility at time tcalculated based on options expiring at T on government bond derivativesexpiring at T_(D) with an underlying bond maturing at T_(N);

GB-VI^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index in terms of basis point price volatility at time tcalculated based on options expiring at T on government bond derivativesexpiring at T_(D) with an underlying bond maturing at T_(N); and

GB-VI(t,T,T_(D),T_(N)) is the value of the government bond volatilityindex in terms of percentage price volatility at time t calculated basedon options expiring at T on government bond derivatives expiring atT_(D) with an underlying bond maturing at T_(N).

In some embodiments of the non-transitory computer readable storagemedium, the at least one processor is further caused to create astandardized exchange-traded derivative instrument based on thegovernment bond volatility index; and transmit data regarding thestandardized exchange-traded derivative.

In some embodiments of the non-transitory computer readable storagemedium, transmitting data regarding the standardized exchange-tradedderivative instrument includes transmitting data regarding one or moreof a settlement price, a bid price, an offer price, or a trade price ofthe standardized exchange-traded derivative instrument.

The foregoing is a non-limiting summary of the invention, someembodiments of which are defined by the attached claims.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 is a diagram of a financial exchange's computerized tradingsystem;

FIG. 2 is a diagram of a financial exchange's back end trading system;

FIG. 3 is a flow diagram of a method of calculating a Basis Point GBprice volatility index;

FIG. 4 is a flow diagram of a method of calculating a Percentage GBprice volatility index;

FIG. 5 is a diagram of a general purpose computer system that can bemodified via computer hardware or software to be customized andspecialized so as to be suitable for use in a financial exchangescomputerized trading system; and

FIG. 6 is a flow diagram of a method of calculating a Basis Point GByield volatility index.

FIG. 7 is a flow diagram of a method of calculating a ModifiedDuration-Based Basis Point GB yield volatility index.

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS

Some embodiments of the present invention can be implemented onfinancial exchange systems and/or other known financial industrysystems, whether now known or later developed. Typically, financialexchange systems and other known financial industry systems utilize acombination of computer hardware (e.g., client and server computers,which may include computer processors, memory, storage, input and outputdevices, and other known components of computer systems; electroniccommunication equipment, such as electronic communication lines,routers, switches, etc; electronic information storage systems, such asnetwork-attached storage and storage area networks) and computersoftware (i.e., the instructions that cause the computer hardware tofunction in a specific way) to achieve the desired system performance.It should be noted that financial exchange systems may be floor-basedopen outcry systems, pure electronic systems, or some combination offloor-based open outcry and pure electronic systems.

FIG. 1 illustrates an electronic trading system 100 which may be usedfor creating and disseminating a GB future option-based index (such as aGB volatility index) and/or creating, listing and trading derivativecontracts that are based on a GB future option index. One havingordinary skill in the art would readily understand that system 100, asdescribed in detail below, would be implemented utilizing a combinationof computer hardware and software, as described in the paragraph above.It will be appreciated that the described systems may implement themethods described below.

The system 100 includes components operated by an exchange, as well ascomponents operated by others who access the exchange to execute trades.The components shown within the dashed lines are those operated by theexchange. Components outside the dashed lines are operated by others,but nonetheless are necessary for the operation of a functioningexchange. The exchange components 122 of the trading system 100 includean electronic trading platform 120, a member interface 108, a matchingengine 110, and backend systems 112. Backend systems not operated by theexchange but which are integral to processing trades and settlingcontracts are the Clearing Corporation's systems 114, and Member Firms'backend systems 116.

Market Makers may access the trading platform 120 directly throughpersonal input devices 104 which communicate with the member interface108. Market makers may quote prices for the derivative contracts of thepresent invention, e.g., GB volatility index derivative contracts.Non-member Customers 102, however, must access the exchange through aMember Firm. Customer orders are routed through Member Firm routingsystems 106. The Member Firm routing systems 106 forward the orders tothe exchange via the member interface 108. The member interface 108manages all communications between the Member Firm routing systems 106and Market Makers' personal input devices 104; determines whether ordersmay be processed by the trading platform; and determines the appropriatematching engine for processing the orders. Although only a singlematching engine 110 is shown in system 100, the trading platform 120 mayinclude multiple matching engines. Different exchange traded productsmay be allocated to different matching engines for efficient executionof trades. When the member interface 102 receives an order from a MemberFirm routing system 106, the member interface 108 determines the propermatching engine 110 for processing the order and forwards the order tothe appropriate matching engine. The matching engine 110 executes tradesby pairing corresponding marketable buy/sell orders. Non-marketableorders are placed in an electronic order book.

Once orders are executed, the matching engine 110 sends details of theexecuted transactions to the exchange backend systems 112, to theClearing Corporation systems 114, and to the Member Firm backend systems116. The matching engine also updates the order book to reflect changesin the market based on the executed transactions. Orders that previouslywere not marketable may become marketable due to changes in the market.If so, the matching engine 110 executes these orders as well.

The exchange backend systems 112 perform a number of differentfunctions. For example, contract definition and listing data originatewith the Exchange backend systems 112. The GB future option indices ofthe present invention, e.g., the GB volatility indices described below,and pricing information for derivative contracts associated with theindices of the present invention are disseminated from the exchangebackend systems to market data vendors 118. Customers 102, market makers104, and others may access the market data regarding the indices of thepresent invention and the derivative contracts based on the indices ofthe present invention via, for example, proprietary networks, on-lineservices, and the like.

The exchange backend systems also evaluate the underlying asset orassets on which the derivative contracts of the present invention arebased. At expiration, the backend systems 112 determine the appropriatesettlement amounts and supply final settlement data to the ClearingCorporation 114. The Clearing Corporation 114 acts as the exchange'sbank and performs a final mark-to-market on Member Firm margin accountsbased on the positions taken by the Member Firms' customers. The finalmark-to-market reflects the final settlement amounts for the derivativecontracts of the present invention, and the Clearing Corporationdebits/credits Member Firms' accounts accordingly. These data are alsoforwarded to the Member Firms' systems 116 so that they may update theircustomer accounts as well.

FIG. 2 shows an embodiment of the exchange backend systems 112 used forcreating and disseminating an index of the present invention, e.g., a GBvolatility index, and/or creating, listing, and trading derivativecontracts that are based on an index of the present invention. Aderivative contract of the present invention has a definition stored inmodule 202 that contains all relevant data concerning the derivativecontract to be traded on the trading platform 120, including, forexample, the contract symbol, a definition of the underlying asset orassets associated with the derivative, or a term of a calculation periodassociated with the derivative. A pricing data accumulation anddissemination module 204 receives contract information from thederivative contract definition module 202 and transaction data from thematching engine 110. The pricing data accumulation and disseminationmodule 204 provides the market data regarding open bids and offers andrecent transactions to the market data vendors 118. The pricing dataaccumulation and dissemination module 204 also forwards transaction datato the Clearing Corporation 114 so that the Clearing Corporation 114 maymark-to-market the accounts of Member Firms at the close of each tradingday, taking into account current market prices for the derivativecontracts of the present invention. Finally, a settlement calculationmodule 206 receives input from the derivative monitoring module 208. Onthe settlement date the settlement calculation module 206 calculates thesettlement amount based on the value associated with the underlyingasset or assets, e.g., the value of a GB volatility index. Thesettlement calculation module 206 forwards the settlement amount to theClearing Corporation 114, which performs a final mark-to-market on theMember Firms' accounts to settle the derivative contract of the presentinvention.

Referring to FIG. 5, an illustrative embodiment of a general computersystem that may be used for one or more of the components shown in FIG.1, or in any other trading system configured to carry out the methodsdiscussed in further detail below, is shown and is designated 500. Thecomputer system 500 can include a set of instructions that can beexecuted to cause the computer system 500 to perform any one or more ofthe methods or computer based functions disclosed herein. The computersystem 500 may operate as a standalone device or may be connected, e.g.,using a network, to other computer systems or peripheral devices.

In a networked deployment, the computer system may operate in thecapacity of a server or as a client user computer in a server-clientuser network environment, or as a peer computer system in a peer-to-peer(or distributed) network environment. The computer system 500 can alsobe implemented as or incorporated into various devices, such as apersonal computer (“PC”), a tablet PC, a set-top box (“STB”), a personaldigital assistant (“PDA”), a mobile device, a palmtop computer, a laptopcomputer, a desktop computer, a network router, switch or bridge, or anyother machine capable of executing a set of instructions (sequential orotherwise) that specify actions to be taken by that machine. In aparticular embodiment, the computer system 500 can be implemented usingelectronic devices that provide voice, video or data communication.Further, while a single computer system 500 is illustrated, the term“system” shall also be taken to include any collection of systems orsub-systems that individually or jointly execute a set, or multiplesets, of instructions to perform one or more computer functions.

As illustrated in FIG. 5, the computer system 500 may include aprocessor 502, such as a central processing unit (“CPU”), a graphicsprocessing unit (“GPU”), or both. Moreover, the computer system 500 caninclude a main memory 504 and a static memory 506 that can communicatewith each other via a bus 508. As shown, the computer system 500 mayfurther include a video display unit 510, such as a liquid crystaldisplay (“LCD”), an organic light emitting diode (“OLED”), a flat paneldisplay, a solid state display, or a cathode ray tube (“CRT”).Additionally, the computer system 500 may include an input device 512,such as a keyboard, and a cursor control device 514, such as a mouse.The computer system 500 can also include a disk drive unit 516, a signalgeneration device 518, such as a speaker or remote control, and anetwork interface device 520.

In a particular embodiment, as depicted in FIG. 5, the disk drive unit516 may include a computer-readable medium 522 in which one or more setsof instructions 524, e.g., software, can be embedded. Further, theinstructions 524 may embody one or more of the methods or logic asdescribed herein. In a particular embodiment, the instructions 524 mayreside completely, or at least partially, within the main memory 504,the static memory 506, and/or within the processor 502 during executionby the computer system 500. The main memory 504 and the processor 502also may include computer-readable media.

In an alternative embodiment, dedicated hardware implementations, suchas application specific integrated circuits, programmable logic arraysand other hardware devices, can be constructed to implement one or moreof the methods described herein. Applications that may include theapparatus and systems of various embodiments can broadly include avariety of electronic and computer systems. One or more embodimentsdescribed herein may implement functions using two or more specificinterconnected hardware modules or devices with related control and datasignals that can be communicated between and through the modules, or asportions of an application-specific integrated circuit. Accordingly, thepresent system encompasses software, firmware, and hardwareimplementations.

In accordance with various embodiments of the present disclosure, themethods described herein may be implemented by software programsexecutable by a computer system. Further, in an exemplary, non-limitedembodiment, implementations can include distributed processing,component/object distributed processing, and parallel processing.Alternatively, virtual computer system processing can be constructed toimplement one or more of the methods or functionality as describedherein.

The present disclosure contemplates a computer-readable medium thatincludes instructions 524 or receives and executes instructions 524responsive to a propagated signal, so that a device connected to anetwork 526 can communicate voice, video or data over the network 526.Further, the instructions 524 may be transmitted or received over thenetwork 526 via the network interface device 520.

While the computer-readable medium is shown to be a single medium, theterm “computer-readable medium” includes a single medium or multiplemedia, such as a centralized or distributed database, and/or associatedcaches and servers that store one or more sets of instructions. The term“computer-readable medium” shall also include any medium that is capableof storing, encoding or carrying a set of instructions for execution bya processor or that cause a computer system to perform any one or moreof the methods or operations disclosed herein.

In a particular non-limiting, exemplary embodiment, thecomputer-readable medium can include a solid-state memory such as amemory card or other package that houses one or more non-volatileread-only memories. Further, the computer-readable medium can be arandom access memory or other volatile re-writable memory. Additionally,the computer-readable medium can include a magneto-optical or opticalmedium, such as a disk or tapes or other storage device to captureinformation communicated over a transmission medium. A digital fileattachment to an e-mail or other self-contained information archive orset of archives may be considered a distribution medium that isequivalent to a tangible storage medium. Accordingly, the disclosure isconsidered to include any one or more of a computer-readable medium or adistribution medium and other equivalents and successor media, in whichdata or instructions may be stored.

Although the present specification describes components and functionsthat may be implemented in particular embodiments with reference toparticular standards and protocols commonly used by investmentmanagement companies, the invention is not limited to such standards andprotocols. For example, standards for Internet and other packet switchednetwork transmission (e.g., TCP/IP, UDP/IP, HTML, HTTP) representexamples of the state of the art. Such standards are periodicallysuperseded by faster or more efficient equivalents having essentiallythe same functions. Accordingly, replacement standards and protocolshaving the same or similar functions as those disclosed herein areconsidered equivalents thereof.

According to one embodiment, systems and methods are provided forcalculating and disseminating GB volatility indices. GB volatilityindices (“GB-VI”) may be calculated and disseminated using the systemsshown in FIGS. 1, 2, and 5 and described in detail above. Generally, theGB-VIs reflect the fair value of contracts for delivery of realizedvolatility of GB futures of arbitrary tenor, and reflect the expectedvolatility of GB futures prices within arbitrary investment horizons.The indexes may also be interpreted as the fair value of contracts fordelivery of realized volatility of GB forwards, and reflect the expectedvolatility of GB forward prices within arbitrary investment horizonssince realized and expected volatilities of futures and forwards aremathematically equivalent in the framework of the index design.According to some embodiments of the present invention, GB-VIs can becalculated for GB s in any country and currency for which bond futures(or forwards) and bond future (or forward) options markets exist.According to some embodiments of the present invention, the GB-VI iscalculated based on data relating to a market for options on GB futuresor forwards. For example, the GB-VIs would currently be particularlywell suited for GB future (or forward) and GB future (or forward) optionmarkets for bonds issued by the governments of the United States,Germany, United Kingdom, and Japan, among others.

According to some embodiments of the present invention, the GB-VIs arecalculated for each maturity-tenor combination (i.e. maturity of theoption and tenor of the bond underlying the future or forward underlyingthe option) on the “volatility surface,” by aggregating the price ofat-the-money and out of-the money put and call options on bond futures(i.e., the option “skew,” the “volatility skew”), such as into a singleformula, which may be independent of any option pricing model. TheseGB-VIs match the prevailing market practice of quoting volatility ininterest rate markets in terms of either basis point price volatility orpercentage price volatility. (Unless otherwise noted herein, anyreference to volatility should be interpreted as price volatility andnot yield volatility.) In addition, the GB-VIs may also be quoted interms of basis point yield volatility (i.e. as opposed to pricevolatility),or modified duration-based basis point yield volatility,based on a model-free conversion from price volatility to yieldvolatility. Moreover, the GB-VIs described herein can reflect the fairmarket value of contracts for future delivery of GB volatility, at eachpoint of the volatility surface, i.e., over any arbitrary maturity andunderlying tenor.

Uncertainties relating to GB markets link to changes in the termstructure of interest rates. Mathematically, the value of acoupon-bearing government bond, B_(t)(T_(N)), is,

${B_{t}\left( T_{N} \right)} \equiv {{\sum\limits_{i = i_{t}}^{N}{\frac{C_{i}}{n}{P_{t}\left( T_{i} \right)}}} + {P_{t}\left( T_{N} \right)}}$

where t is the valuation date; T_(i), i ∈[i_(t), N] are the couponpayment dates with T₁ being the first coupon payment after issuance atT₀, T_(i) _(t) being the first coupon date t, and T_(N) being thematurity of the bond when the last coupon payment is made with therepayment of principal; C_(i)/N is the coupon payment at T_(i); andP_(t)(T_(i)) is the price at time t of a zero coupon non-defaultablebond maturity at time T_(i) and represents the main source ofuncertainty in GB prices.

In a forward agreement for GBs, one party agrees to deliver to the otherparty a GB at a future date at a fixed price. The price of a forward,F_(t)(T,T_(N)), at time t for delivery at T of a bond maturing at T_(N)is given by

${F_{t}\left( {T,T_{N}} \right)} = \frac{B_{t}\left( T_{N} \right)}{P_{t}(T)}$

It may be that the contract allows the seller to choose from a set ofmultiple “deliverable” GBs, in which case the underlying bond,B_(t)(T_(N)), can be interpreted as the price tracking the “cheapest todeliver” GB and quoted in terms of either a traded flat price or anadjusted price based on some scalar “conversion factor.”

The forward price is a martingale under the “forward probability” Q_(F)_(T) which is defined by

${\frac{{dQ}_{F^{T}}}{dQ}}_{I_{T}} = \frac{\exp \left( {- {\int_{t}^{T}{{r(s)}{ds}}}} \right)}{P_{t}(T)}$

where r(s) is the short-term rate at time s and I_(T) represents the setof information up to time T. Under the forward probability, the GBforward price dynamic satisfies

$\frac{{dF}_{s}\left( {T,T_{N}} \right)}{F_{s}\left( {T,T_{N}} \right)} = {{v_{s}\left( {T,T_{N}} \right)}{{dW}_{F^{T}}(s)}}$

where W_(F) _(T) (s) is a Brownian motion under Q_(F) _(T) andv_(s)(T,T_(N)) is the instantaneous volatility.

A “government bond variance swap agreement” is a contract in which partyA agrees at time t to pay party B at time T the amount

V_(t)(T,T_(N))−S(t,T,T_(N)), T≤T_(N)

where V_(t)(T,T_(N))≡∫_(t) ^(T)∥v_(s)(T,T_(N))∥²ds and S(t,T,T_(N)) isthe strike fixed at time t with fair value

${S\left( {t,T,T_{N}} \right)} = {{\frac{1}{P_{i}(T)}{E_{t}\left\lbrack {{\exp \left( {- {\int_{t}^{T}{r_{s}{ds}}}} \right)}{V_{t}\left( {T,T_{N}} \right)}} \right\rbrack}} = {{{E_{t}^{Q_{F^{T}}}\left\lbrack {V_{t}\left( {T,T_{N}} \right)} \right\rbrack} - {E_{t}^{Q_{F^{T}}}\left\lbrack {\ln \frac{F_{T}\left( {T,T_{N}} \right)}{F_{t}\left( {T,T_{N}} \right)}} \right\rbrack}} = {{\frac{1}{2}{E_{t}^{Q_{F^{T}}}\left\lbrack {V_{t}\left( {T,T_{N}} \right)} \right\rbrack}} = {\frac{1}{2}{S\left( {t,T,T_{N}} \right)}}}}}$

where E_(t) is the expectation under the risk-neutral probability Q, andE_(t) ^(Q) ^(F) ^(T) is the expectation under the forward probabilityQ_(F) _(T) , and both expectations are taken conditional on informationup to time t. The last term is spanned by options with the followingrelationship

${E_{t}^{Q_{F^{T}}}\left\lbrack {\ln \frac{F_{T}\left( {T,T_{N}} \right)}{F_{t}\left( {T,T_{N}} \right)}} \right\rbrack} = {- {\frac{1}{P_{t}(T)}\left\lbrack {{\int_{0}^{F_{t}{({T,T_{N}})}}{\frac{{Put}_{t}\left( {K,T,T_{N}} \right)}{K^{2}}{dK}}} + {\int_{F_{t}{({T,T_{N}})}}^{\infty}{\frac{{Call}_{t}\left( {K,T,T_{N}} \right)}{K^{2}}{dK}}}} \right\rbrack}}$

where Put_(t)(t,T,T_(N)) is the price of a European-style put optionwith strike K and maturity T on a GB forward with maturity T andunderlying bond tenor T_(N) and Call_(t)(t,T,T_(N)) is the price of aEuropean-style call option with strike K and maturity T on a GB forwardwith maturity T and underlying bond tenor T_(N), which leads to the fairstrike

${S\left( {t,T,T_{N}} \right)} = {\frac{2}{P_{t}(T)}\left\lbrack {{\int_{0}^{F_{t}{({T,T_{N}})}}{\frac{{Put}_{t}\left( {K,T,T_{N}} \right)}{K^{2}}{dK}}} + {\int_{F_{t}{({T,T_{N}})}}^{\infty}{\frac{{Call}_{t}\left( {K,T,T_{N}} \right)}{K^{2}}{dK}}}} \right\rbrack}$

In practice, there is a finite set of strike rates traded at any givenmoment and therefore the integrals will be replaced by discrete finitesums:

${S\left( {t,T,T_{N}} \right)} \equiv {\frac{2}{P_{t}(T)}\left\lbrack {{\sum\limits_{i:{K_{i} < {F_{t}{({T,T_{N}})}}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} + {\sum\limits_{i:{K_{i} < {F_{t}{({T,T_{N}})}}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}} \right\rbrack}$

where K₀ denotes the lowest strike of the Z+1 options; K_(i) denotes thei^(th) highest strike of the Z+1 options; K_(Z) denotes the higheststrike of the Z+1 options; and ΔK_(i)=1/2(K_(i+1)−K_(i−1)) for i≥1, andΔK₀=(K₁−K₀), ΔK_(Z)=(K_(Z)−K_(Z−1)).

In some embodiments, a “Percentage Government Bond Price VolatilityIndex” is expressed as:

                                  Eq.  (PCT_GBVI)$\mspace{79mu} {{{{GB} - {{VI}\left( {t,T,T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{S\left( {t,T,T_{N}} \right)}{T - t}}\mspace{79mu} {{Continuous}\mspace{14mu} {Case}\text{:}}}} = {{100 \times \sqrt{\frac{2}{{P_{t}(T)}\left( {T - t} \right)}\left\lbrack {{\int_{0}^{F_{t}{({T,T_{N}})}}{\frac{{Put}_{t}\left( {K,T,T_{N}} \right)}{K^{2}}{dk}}} + {\int_{F_{t}{({T,T_{N}})}}^{\infty}{\frac{{Call}_{t}\left( {K,T,T_{N}} \right)}{K^{2}}{dK}}}} \right\rbrack}\mspace{79mu} {{Discrete}\mspace{14mu} {Case}\text{:}}} = {{100 \times \sqrt{\frac{2}{{P_{t}(T)}\left( {T - t} \right)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < {F_{t}{({T,T_{N}})}}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq {F_{t}{({T,T_{N}})}}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}}\mspace{79mu} {Discrete}\mspace{14mu} {Case}\mspace{14mu} {with}\mspace{14mu} {Forward}\mspace{14mu} {Adjustment}\text{:}} = {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\left\lbrack {{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} - \left( \frac{F_{t}\left( {T,T_{N}} \right)}{K_{*}} \right)^{2}} \right\rbrack}}}}}$

where the forward adjustment handles the case in which there is nooption struck at the ATM forward price and K* is the first availablestrike below the current forward price F_(t)(T,T_(N)). If the forwardprice is not observable at time t, then F_(t)(T,T_(N)) is the strike atwhich the difference between the put and call prices is smallest.

More generally for any constant multiplier CM

$\mspace{20mu} {{{GB} - {{VI}\left( {t,T,T_{N}} \right)}} \equiv {{CM} \times \sqrt{\frac{S\left( {t,T,T_{N}} \right)}{T - t}}}}$$\mspace{20mu} {{{Continuous}\mspace{14mu} {Case}\text{:}}\mspace{20mu} = {{CM} \times \sqrt{\frac{2}{{P_{i}(T)}\left( {T - t} \right)}\begin{bmatrix}{{\int_{0}^{F_{t}{({T,T_{N}})}}{\frac{{Put}_{t}\left( {K,T,T_{N}} \right)}{K^{2}}{dK}}} +} \\{\int_{F_{t}{({T,T_{N}})}}^{\infty}{\frac{{Call}_{t}\left( {K,T,T_{N}} \right)}{K^{2}}{dK}}}\end{bmatrix}}}}$$\mspace{20mu} {{{Discrete}\mspace{14mu} {Case}\text{:}}\mspace{20mu} = {{CM} \times \sqrt{\frac{2}{{P_{t}(T)}\left( {T - t} \right)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < {F_{t}{({T,T_{N}})}}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq {F_{t}{({T,T_{N}})}}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}}}}$$\mspace{20mu} {{{Discrete}\mspace{14mu} {Case}\mspace{14mu} {with}\mspace{14mu} {Forward}\mspace{14mu} {Adjustment}\text{:}} = {{CM} \times \sqrt{\frac{1}{\left( {T - t} \right)}\left\lbrack {{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{N}} \right)}{K_{i}^{1}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} - \left( \frac{{F_{t}\left( {T,T_{N}} \right)} - K_{*}}{K_{*}} \right)^{2}} \right\rbrack}}}$

which is a scaled fair value of the GB variance swap agreement.

The above contract designs and index formulas are also extended foroptions on GB forwards with a later expiry than the option, for example:

${{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\left\lbrack {{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} - \left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}} \right)^{2}} \right\rbrack}}$

where T_(D) denotes a time of maturity of the government bond forwardunderlying the options maturity at T where T_(D)≥T. K* is the firstavailable strike below the current forward price F_(t)(T_(D),T_(N)). Ifthe forward price is not observable at time t, then F_(t)(T_(D),T_(N))is the strike at which the difference between the put and call prices issmallest.

A “government bond basis point variance swap agreement” is a contract inwhich party A agrees at time t to pay party B at time T the amount

V _(t) ^(bp)(T,T_(N))−S^(bp)(t,T,T_(N)), T≤T_(N)

where V_(t) ^(bp)(T,T_(N))≡∫_(t) ^(T)F_(s) ²(T,T_(N))∥v_(s)(T,T_(N))∥²dsand S^(bp)(t,T,T_(N)) is the strike fixed at time t with fair value

S ^(bp)(t,T,T _(N))=E _(t) ^(Q) ^(F) ^(T) [V _(t) ^(bp)(T,T _(N))]=E_(t) ^(Q) ^(F) ^(T) [F _(T) ²(T,T _(N))]−F_(t) ²(T,T _(N))

where E_(t) ^(Q) ^(F) ^(T) is the expectation under probability Q_(F)_(T) conditional on information up to time t. The last term is spannedby options with the following relationship

${{E_{t}^{Q_{F^{T}}}\left\lbrack {F_{T}^{2}\left( {T,T_{N}} \right)} \right\rbrack} - {F_{t}^{2}\left( {T,T_{N}} \right)}} = {\frac{2}{P_{t}(T)}\left\lbrack {{\int_{0}^{F_{t}{({T,T_{N}})}}{{{Put}_{t}\left( {K,T,T_{N}} \right)}{dK}}} + {\int_{F_{t}{({T,T_{N}})}}^{\infty}{{{Call}_{t}\left( {K,T,T_{N}} \right)}{dK}}}} \right\rbrack}$

where Put_(t)(t,T,T_(N)) is the price of a European-style put optionwith strike K and maturity T on a GB forward with maturity T andunderlying bond tenor T_(N) and Call_(t)(t,T,T_(N)) is the price of aEuropean-style call option with strike K and maturity T on a GB forwardwith maturity T and underlying bond tenor T_(N), which leads to the fairstrike

${S^{bp}\left( {t,T,T_{N}} \right)} = {\frac{2}{P_{t}(T)}\left\lbrack {{\int_{0}^{F_{t}{({T,T_{N}})}}{{{Put}_{i}\left( {K,T,T_{N}} \right)}{dK}}} + {\int_{F_{t}{({T,T_{N}})}}^{\infty}{{{Call}_{t}\left( {K,T,T_{N}} \right)}{dK}}}} \right\rbrack}$

In practice, there is a finite set of strike rates traded at any givenmoment and therefore the integrals will be replaced by discrete finitesums:

${S^{bp}\left( {t,T,T_{N}} \right)} \equiv {\frac{2}{P_{t}(T)}\left\lbrack {{\sum\limits_{i:{K_{i} < {F_{t}{({T,T_{N}})}}}}{{{Put}_{t}\left( {K_{i},T,T_{N}} \right)}\Delta \; K_{i}}} + {\sum\limits_{i:{K_{i} \geq {F_{t}{({T,T_{N}})}}}}{{{Call}_{t}\left( {K_{i},T,T_{N}} \right)}\Delta \; K_{i}}}} \right\rbrack}$

In some embodiments, a “Basis Point Government Bond Price VolatilityIndex” is expressed as:

                                   Eq.  (BP_GBVI)$\mspace{20mu} {{{{GB} - {{VI}^{bp}\left( {t,T,T_{N}} \right)}} \equiv {100 \times 100 \times \sqrt{\frac{S^{bp}\left( {t,T,T_{N}} \right)}{T - t}}\mspace{20mu} {{Continuous}\mspace{14mu} {case}\text{:}}}} = {{100^{2} \times \sqrt{\frac{2}{{P_{t}(T)}\left( {T - t} \right)}\left\lbrack {{\int_{0}^{F_{t}{({T,T_{N}})}}{{{Put}_{t}\left( {K,T,T_{N}} \right)}{dK}}} + {\int_{F_{t}{({T,T_{N}})}}^{\infty}{{{Call}_{t}\left( {K,T,T_{N}} \right)}{dK}}}} \right\rbrack}\mspace{20mu} {{Discrete}\mspace{14mu} {Case}\text{:}}}\mspace{20mu} = {{100^{2} \times \sqrt{\frac{2}{{P_{t}(T)}\left( {T - t} \right)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < {F_{t}{({T,T_{N}})}}}}{{{Put}_{t}\left( {K_{i},T,T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq {F_{t}{({T,T_{N}})}}}}{{{Call}_{t}\left( {{K_{i}T},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}}\mspace{20mu} {Discrete}\mspace{14mu} {Case}\mspace{14mu} {with}\mspace{14mu} {Forward}\mspace{14mu} {Adjustment}\text{:}} = {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\left\lbrack {{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} - \left( {{F_{t}\left( {T,T_{N}} \right)} - K_{*}} \right)^{2}} \right\rbrack}}}}}$

which is a scaled fair value of the BP GB variance swap agreement.

More generally for any constant multiplier CM

$\mspace{20mu} {{{GB} - {{VI}^{bp}\left( {t,T,T_{N}} \right)}} \equiv {{CM} \times \sqrt{\frac{S^{bp}\left( {t,T,T_{N}} \right)}{T - t}}}}$$\mspace{20mu} {{{Continuous}\mspace{14mu} {case}\text{:}} = {{CM} \times \sqrt{\frac{2}{{P_{t}(T)}\left( {T - t} \right)}\left\lbrack {{\int_{0}^{F_{t}{({T,T_{N}})}}{{{Put}_{i}\left( {K,T,T_{N}} \right)}{dK}}} + {\int_{F_{t}{({T,T_{N}})}}^{\infty}{{{Call}_{t}\left( {K,T,T_{N}} \right)}{dK}}}} \right\rbrack}}}$$\mspace{20mu} {{{Discrete}\mspace{14mu} {Case}\text{:}} = {{CM} \times \sqrt{\frac{2}{{P_{t}(T)}\left( {T - 1} \right)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < {F_{t}{({T,T_{N}})}}}}{{{Put}_{t}\left( {K_{i},T,T_{N}} \right)}\Delta \; K_{i}}} +} \\{{\sum\limits_{i:{K_{i} \geq {F_{t}{({T,T_{N}})}}}}{Call}},{\left( {K_{i},T,T_{N}} \right)\Delta \; K_{i}}}\end{bmatrix}}}}$$\mspace{20mu} {{{Discrete}\mspace{14mu} {Case}\mspace{14mu} {with}\mspace{14mu} {Forward}\mspace{14mu} {Adjustment}\text{:}} = {{CM} \times \sqrt{\frac{1}{\left( {T - 1} \right)}\left\lbrack {{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} - \left( {{F_{t}\left( {T,T_{N}} \right)} - K_{*}} \right)^{2}} \right\rbrack}}}$

The above contract designs and index formulas are also extended foroptions on GB forwards with a later expiry than the option, for example:

${{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\left\lbrack {{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} - \left( {{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}} \right)^{2}} \right\rbrack}}$

where T_(D) denotes a time of maturity of the government bond forwardunderlying the options maturing at T where T_(D)≥T. K* is the firstavailable strike below the current forward price F_(t)(T_(D),T_(N)). Ifthe forward price is not observable at time t, then F_(t)(T_(D),T_(N))is the strike at which the difference between the put and call prices issmallest.

While volatility in the GB market is most commonly measured and tradedin terms of price volatility, an additional formulation of GB bondfutures volatility—basis point yield volatility—is also considered.

Define the implied bond price B*(T_(N)) such that

GB-VI ^(bp)(t,T,T _(N))=B*(T _(N))×GB-VI(t,T,T _(N))

and its corresponding yield y_(B)(T_(N)) such that

GB − VI_(Y)^(bp)(t, T, T_(N)) = 100 × y_(B_(*))(T_(N)) × GB − VI(t, T, T_(N))${{y_{B_{*}}\left( T_{N} \right)}\text{:}\mspace{14mu} {B_{*}\left( T_{N} \right)}} = {\frac{{GB} - {{VI}^{bp}\left( {t,T,T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{N}} \right)}} = {\hat{P}\left( {y_{B_{*}}\left( T_{N} \right)} \right)}}$and${\hat{P}(y)} \equiv {{\sum\limits_{i = 1}^{N}{\frac{C_{i}}{n}\left( {1 + \frac{y}{n}} \right)^{- i}}} + {100\left( {1 + \frac{y}{n}} \right)^{- N}}}$

or in the presence of accrued coupons at time T with the next coupon dueat t_(j),

${{\hat{P}}_{T}(x)} \equiv {{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + x} \right)^{- \frac{d\; c{({t_{i} - T})}}{d\; {c{({year})}}}}}} + {100\left( {1 + x} \right)^{- \frac{d\; {c{({t_{N} - T})}}}{d\; {c{({year})}}}}}}$

where dc(year) is the number of days in a year based on a day countconvention used for the government bond, and dc(T-t) is the number ofdays between t and T based on a day count convention used for thegovernment bond.

Then in some embodiments, the “Basis Point Government Bond YieldVolatility Index” may be expressed as

${{GB} - {{VI}_{Y}^{bp}\left( {t,T,T_{N}} \right)}} \equiv {{100 \times {{\hat{P}}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{N}} \right)}} \right\rbrack} \times {GB}} - {{VI}\left( {t,T,T_{N}} \right)}}$

or in the presence of accrued coupons at time T with the next coupon dueat t_(j),

$\begin{matrix}{{{GB} - {{VI}_{Y}^{bp}\left( {t,T,T_{N}} \right)}} \equiv {{100 \times {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{N}} \right)}} \right\rbrack} \times {GB}} - {{VI}\left( {t,T,T_{N}} \right)}}} & {{Eq}.\mspace{14mu} ({BPY\_ GBVI})}\end{matrix}$

Where {circumflex over (P)}⁻¹(y) is the functional inverse of{circumflex over (P)}(y) and {circumflex over (P)}_(T) ⁻¹(x) is thefunctional inverse of {circumflex over (P)}_(T)(x).

The above index formula are also extended for options on GB forwardswith a later expiry than the option, for example:

${{GB} - {{VI}_{Y}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {{100 \times {{\hat{P}}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack} \times {GB}} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}}$  and${{GB} - {{VI}_{Y}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {{100 \times {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack} \times {GB}} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}}$

where T_(D) denotes a time of maturity of the government bond forwardunderlying the options maturing at T where T_(D)≥T.

In some embodiments, the “Modified Duration-Based Basis Point GovernmentBond Yield Volatility Index” may be defined as:

                               E q.  (MDBPY_GBVI)${{GB} - {{VI}_{Yd}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv \frac{\begin{matrix}{100 \times \left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right) \times} \\{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}\end{matrix}}{\begin{matrix}{{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right)^{- \frac{d\; {c{({t_{i} - T})}}}{d\; {c{({year})}}}}\left( \frac{d\; {c\left( {t_{i} - T} \right)}}{d\; {c({year})}} \right)}} +} \\{100\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right)^{- \frac{d\; {c{({t_{N} - T})}}}{d\; {c{({year})}}}}\left( \frac{d\; {c\left( {t_{N} - T} \right)}}{d\; {c({year})}} \right)}\end{matrix}}$

with notation as defined in the above paragraph.

For PCT_GBVI, BP_GBVI, BPY_GBVI, and MDBPY_GBVI, when the maturity ofthe options are shorter than the underlying GB forward, T<T_(D), one maycompute an adjustment term to account for the effect of the differencein maturities. The four adjusted index formulas are as follows:

${{GB} - {{VI}_{adj}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{{\left( {T - t} \right) \times \left( {{GB} - {{{VI}\left( {t,T,T_{D},T_{N}} \right)}/100}} \right)^{2}} + {C\left( {t,T,T_{D},T_{N}} \right)}}{T - t}}}$${{GB} - {{VI}_{adj}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{{\left( {T - t} \right) \times \left( {{GB} - {{{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}/100^{2}}} \right)^{2}} + {C^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{T - t}}}$${{GB} - {{VI}_{Y,{adj}}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {{100 \times {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}_{adj}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}_{adj}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack} \times {GB}} - {{VI}_{adj}\left( {t,T,T_{D},T_{N}} \right)}}$${{GB} - {{VI}_{{Yd},{adj}}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv \frac{\begin{matrix}{100 \times \left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}_{adj}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}_{adj}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right) \times} \\{{GB} - {{VI}_{adj}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}\end{matrix}}{\begin{matrix}{{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}_{adj}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}_{adj}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right)^{- \frac{d\; {c{({t_{i} - T})}}}{d\; {c{({year})}}}}\left( \frac{d\; {c\left( {t_{i} - T} \right)}}{d\; {c({year})}} \right)}} +} \\{100\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}_{adj}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}_{adj}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right)^{- \frac{d\; {c{({t_{N} - T})}}}{d\; {c{({year})}}}}\left( \frac{d\; {c\left( {t_{N} - T} \right)}}{d\; {c({year})}} \right)}\end{matrix}}$   where${C\left( {t,T,T_{D},T_{N}} \right)} \equiv {{2\left( {{\int_{0}^{F_{t}{({T_{D},T_{N}})}}{{C_{1t}\left( {K,T,T_{D},T_{N}} \right)}\frac{1}{K^{2}}{dK}}} + {\int_{F_{t}{({T_{D},T_{N}})}}^{\infty}{{C_{2t}\left( {K,T,T_{D},T_{N}} \right)}\frac{1}{K^{2}}{dK}}}} \right)} - {C_{0t}\left( {T,T_{D},T_{N}} \right)}}$C^(bp)(t, T, T_(D), T_(N)) ≡ 2(∫₀^(F_(t)(T_(D), T_(N)))C_(1t)(K, T, T_(D), T_(N))dK + ∫_(F_(t)(T_(D), T_(N)))^(∞)C_(2t)(K, T, T_(D), T_(N))dK) − C_(0t)^(bp)(T, T_(D), T_(N))$\mspace{20mu} {{C_{0t}\left( {K,T,T_{D},T_{N}} \right)} \equiv {{Cov}_{t}^{Q_{F^{T}}}\left( {{V_{t}\left( {T,T_{D},T_{N}} \right)},{\frac{P_{t}(T)}{P_{t}\left( T_{D} \right)}e^{- {\int_{T}^{T_{D}}{r_{s}{ds}}}}}} \right)}}$$\mspace{20mu} {{C_{0t}^{bp}\left( {K,T,T_{D},T_{N}} \right)} \equiv {{Cov}_{t}^{Q_{F^{T}}}\left( {{V_{t}^{bp}\left( {T,T_{D},T_{N}} \right)},{\frac{P_{t}(T)}{P_{t}\left( T_{D} \right)}e^{- {\int_{T}^{T_{D}}{{rt}_{s}{ds}}}}}} \right)}}$${C_{1t}\left( {K,T,T_{D},T_{N}} \right)} \equiv {{Cov}_{t}^{Q_{F^{T}}}\left( {{K - {F_{T}\left( {T_{D},T_{N}} \right)}^{+}},{\frac{P_{t}(T)}{P_{t}\left( T_{D} \right)}e^{- {\int_{T}^{T_{D}}{r_{s}{ds}}}}}} \right)}$${C_{2t}\left( {K,T,T_{D},T_{N}} \right)} \equiv {{Cov}_{t}^{Q_{F^{T}}}\left( {\left( {{F_{T}\left( {T_{D},T_{N}} \right)} - K} \right)^{+},{\frac{P_{t}(T)}{P_{t}\left( T_{D} \right)}e^{- {\int_{T}^{T_{D}}{r_{s}{ds}}}}}} \right)}$  V_(t)(T, T_(D), T_(N)) ≡ ∫_(t)^(T)v_(s)(T_(D), T_(N))²ds  V_(t)^(bp)(T, T_(D), T_(N)) ≡ ∫_(t)^(T)F_(s)²(T_(D), T_(N))v_(s)(T_(D), T_(N))²dsGB − VI_(adj)^(bp)(t, T, T_(D), T_(N)) = B_(*_(, adj))(t, T, T_(D), T_(N)) × GB − VI_(adj)(t, T, T_(D), T_(N))

and C_(0t), C_(0t) ^(bp), C_(1t), C_(2t) may be calculated based on aspecification of interest rate dynamics.

In the absence of prices for options struck at-the-money, GB-VI_(adj)may further be adjusted by replacing C(t,T,T_(D),T_(N)) with

${C\left( {t,T,T_{D},T_{N}} \right)} - \left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}} \right)^{2}$

and replacing F_(t)(T_(D),T_(N)) by K* in all of the integration (orsummation in discrete case) limits in the index formula where K* is thefirst strike below F_(t)(T_(D),T_(N)). Similarly, GB-VI_(adj) ^(bp), mayfurther be adjusted by replacing C^(bp)(t,T,T_(D),T_(N)) withC^(bp)(t,T,T_(D),T_(N))−(F_(t)(T_(D),T_(N))−K*)² and replacingF_(t)(T_(D),T_(N)) by K* in all of the integration (or summation indiscrete case) limits in the index formula where K* is the first strikebelow F_(t)(T_(D),T_(N)). In turn, the strike-adjusted versions ofGB-VI_(adj) and GB-VI_(adj) ^(bp) may be used to calculate GB-VI_(Y,adj)^(bp) and GB-VI_(Yd,adj) ^(bp) in the absence of an ATM option price.

The mathematical exposition and formulas given above for Government BondVolatility Indexes employ prices of European-style options on GBforwards. However, options with other exercise styles or options withother underlying GB derivatives may also be used directly in the aboveformulas if it is determined that the prices of such options are notmaterially different from equivalent prices of European-style options onGB forwards. For example, prices of out-of-the-money American-styleoptions on Government Bond futures are likely to not be materiallydifferent from otherwise-equivalent European-style options on GovernmentBond forwards, as one may conclude from the work of Flesaker, B. 1993,“Testing the Heath-Jarrow-Morton/Ho-Lee Model of Interest RateContingent Claims Pricing” Journal of Financial and QuantitativeAnalysis 28, and Bikbov, R. and M. Chernov, 2011, “Yield Curve andVolatility: Lessons from Eurodollar Futures and Options” Journal ofFinancial Econometrics 9.

Current practice on some exchanges is to list American-style options onGB futures. In case there arises a situation in which prices ofAmerican-style options on GB futures materially differ fromEuropean-style options on GB forwards, the inventors have developedtechniques for converting American bond future option prices tocorresponding European bond forward option prices, which may beperformed by (1) choosing a model of interest rate dynamics and estimateits parameters using historical data; (2) defining and calibrating theprice of risk such that the difference between the observed optionprices and the option prices implied by the model in (1) is minimized;and using the calibrated price of risk in (2) to calculate themodel-implied European options on government bond forwards.

In one example technique, prices of American-style options on governmentbond futures may be transformed into prices of European-style options ongovernment bond forwards. This example technique is performed asfollows:

-   Step 1. Choose the Vasicek (1977) model of interest rates

dr _(t)=κ(μ−r _(t))dt+σdW _(t) ^(P)

where r_(t) is the instantaneous interest rate at time t and W_(t) ^(P)is a Brownian motion under the physical probability measure P. Theparameters are to be estimated (κ, μ, σ) using historical interest ratedata.

-   Step 2 Define the risk-neutral dynamics of the short-term rate as    follows:

${{dr}_{t} = {{{\kappa \left( {\overset{\_}{r} - r_{t}} \right)}{dt}} + {\sigma \; {dW}_{t}}}},{\overset{\_}{r} \equiv {\mu - \frac{\lambda \; \sigma}{\kappa}}}$

where W_(t) is a Brownian motion under the risk neutral probabilitymeasure, and λ is the price of risk. Calibrate the price of risk byfinding {circumflex over (λ)} either by solving minimization problem 2Aor 2B: Minimization problem 2A:

$\hat{\lambda} = {\arg \; {\min\limits_{\lambda \in \Lambda}{\sum\limits_{j = 1}^{M}{\left( {{O^{model}\left( {K_{j};\lambda} \right)} - {O^{market}\left( K_{j} \right)}} \right)^{2}{w\left( K_{j} \right)}}}}}$

where Λ is a compact set; K is the option strike; O^(model) (K; λ) isthe model-implied option price with strike K and price of risk λ;O^(market) (K) is the observed option price with strike K; and w(K) is aweighting function; and M denotes the number of observable optionprices. Minimization problem 2B:

For each strike K, find {circumflex over (λ)} such that themodel-implied option price O^(model) (K; {circumflex over (λ)}) exactlymatches the observed option price O^(market)(K), which leads to a skewof risk premiums defined by the function {circumflex over (λ)}(K) suchthat O^(model)(K; {circumflex over (λ)}(K))=O^(market)(K) for each K.

In both 2A and 2B, the model price of American-style options ongovernment bond futures, O^(model)(K; λ), is O^(model)(K;λ)≡C_(s)(r_(s); K)|_(s=t) where C_(s)(r_(s); K) is the recursivesolution to C_(s)(r_(s); K)=max{ψ({tilde over (F)}_(s)(r_(s); T,T_(N))),exp(−r_(s)Δ_(s))E[C_(s1Δ) _(s) (r_(s1Δ) _(s) ; K)[}

where the payoff is ψ({tilde over (F)}_(s))={tilde over (F)}_(s)−K for acall option and ψ({circumflex over (F)}_(s))=K−{circumflex over (F)}_(s)for a put option; Δ_(s) is the incremental time after time s at whichtime the option may be exercised; E is the expectation under the riskneutral probability measure; and the futures price {circumflex over(F)}_(s)(r_(s); T,T_(N)) is calculated according to the formula

${{\overset{\sim}{F}}_{t}\left( {{r_{t}T},T_{N}} \right)} = {{E_{t}\left\lbrack {B_{T}\left( {r_{T},T_{N}} \right)} \right\rbrack}{\sum\limits_{i = i_{t}}^{N}{{\overset{\_}{C}}_{i} \times {\exp \left( {{a_{t}^{F}\left( {T,T_{i}} \right)} - {{b_{t}^{F}\left( {T,T_{i}} \right)}r_{i}}} \right)}}}}$$\mspace{20mu} {{{\overset{\_}{C}}_{i} \equiv {C_{i}/N}},{i = 1},\ldots \mspace{14mu},{N - 1},{C_{N} = {1 + {C_{N}/N}}}}$${a_{t}^{F}\left( {T,T_{i}} \right)} \equiv {{a_{T}\left( T_{i} \right)} - {\left( {1 - {\exp \left( {- {\kappa \left( {T - t} \right)}} \right)}} \right)\overset{\_}{r}{b_{T}\left( T_{i} \right)}} + \left( {{{\sigma^{2}\left( {1 - {\exp \left( {{- 2}{\kappa \left( {T - t} \right)}} \right)}} \right)}{{b_{T}^{2}\left( T_{i} \right)}/4}\kappa \mspace{20mu} {b_{t}^{F}\left( {T,T_{i}} \right)}} \equiv {{\exp \left( {{- {\kappa \left( {T - t} \right)}}{b_{T}\left( T_{i} \right)}} \right)}{a_{t}(T)}} \equiv {{\left( {\frac{1 - {\exp \left( {- {\kappa \left( {T - t} \right)}} \right)}}{\kappa} - \left( {T - t} \right)} \right)\left( {\overset{\_}{r} - {\frac{1}{2}\left( \frac{\sigma}{\kappa} \right)^{2}}} \right)} - {\frac{\sigma^{2}}{4\kappa^{3}}\left( {1 - {\exp \left( {- {\kappa \left( {T - t} \right)}} \right)}} \right)^{2}\mspace{20mu} {b_{t}(T)}}} \equiv {\frac{1}{\kappa}\left( {1 - {\exp \left( {- {\kappa \left( {T - t} \right)}} \right)}} \right)}} \right.}$

-   Step 3. Use the {circumflex over (λ)} in case of 2A and {circumflex    over (λ)}(K_(i)) in the case of 2B to calculate prices of European    options on government bond forwards using the Jamshidian (1989)    formula

${{Call}_{t}\left( {K,T,T_{N}} \right)} = {\overset{N}{\sum\limits_{i = 1}}{\overset{\_}{C_{i}} \times {\overset{\_}{{Call}_{t}}\left( {{T;{P_{t}\left( T_{i} \right)}},{K_{i}^{*}(K)},\upsilon_{i}} \right)}}}$andPut_(t)(K, T, T_(N)) = Call_(t)(K, T, T_(N)) + P_(t)(T)K − B_(t)(T_(N))where K_(i)^(*)(K) = P_(T)(r^(*)(K), T_(i))${\overset{\_}{{Call}_{t}}\left( {{T;{P_{t}\left( T_{i} \right)}},{K_{i}^{*}(K)},\upsilon_{i}} \right)} = {{P_{i}{\Phi \left( d_{1,i} \right)}} - {{K_{i}^{*}(K)}{P_{t}(T)}{\Phi \left( {d_{1,i} - \upsilon_{i}} \right)}}}$${d_{1,i} = \frac{{\ln \; \frac{P}{{K_{i}^{*}(K)}{P_{t}(T)}}} + {\frac{1}{2}\upsilon_{i}^{2}}}{\upsilon_{i}}},{\upsilon_{i} = {\sigma \sqrt{\frac{1 - {\exp \left( {{- 2}{\kappa \left( {T - t} \right)}} \right)}}{2\kappa}}{b_{T}\left( T_{i} \right)}}}$${P_{t}\left( {r,T} \right)} = {\exp\left( {{{a_{i}(T)} - {{b_{t}(T)}r}},{{B_{t}\left( {r_{t},T} \right)} \equiv {\sum\limits_{i = 1}^{N}{\overset{\_}{C_{i}}{P_{t}\left( {r_{t},T_{i}} \right)}}}}} \right.}$

and r* (K) is such that B_(T)(r*(K),T_(N))=K.

In the case of 2B, in order to use risk-premiums calibrated to futureoptions in a formula for options on forwards, the risk-premium skew,{circumflex over (λ)}(K_(i)), is tilted to {circumflex over(λ)}(K_(i)**) by the transformation

$K_{i}^{**} = {K_{i}\frac{F_{t}\left( {{r_{t};T},T_{N}} \right)}{{\overset{\sim}{F}}_{t}^{\$}\left( {T,T_{N}} \right)}}$

where F_(t)(r_(t);T,T_(N)) is the model-based forward price and {tildeover (F)}_(t) ^($)(T,T_(N))is the market future price. The forward priceF_(t)(r_(t); T,T_(N)) is calculated using {circumflex over(λ)}(K_(atm)**) where K_(atm)**=F_(t)(r_(t); T,T_(N)) is found throughthe fixed-point problem:

{circumflex over (λ)}^((i))={circumflex over (λ)}(F_(t) ^((i))), F_(t)^((i+1))=F_(t)(r_(t); T,T_(N); {circumflex over (λ)}^((i))) {circumflexover (λ)}⁽⁰⁾=initial guess

and F_(t)(r_(t); T,T_(N); {circumflex over (λ)}^((i))) is the forwardprice predicted by the model when the risk-premium is equal to{circumflex over (λ)}^((i)).

For GB forward and forward options markets that trade in cycles based onstandardized roll dates (e.g. quarterly rolls in March, June, September,December), two or more forward options with varying maturities may beused in combination to calculate an index with a maturity correspondingto any maturity in between the shortest and longest maturities used. Thesame methodology may be used in the case of GB futures and futureoptions.

In the case where GB forward and forward options trade with maturitycycles, as a first non-limiting example, the index may be calculatedwith the nearest and next roll dates using a “sandwich combination” suchthat a volatility index with an m month horizon is calculated as

${I_{t} \equiv \sqrt{\frac{1}{\left( {m/12} \right)}\left\lbrack {{x_{t}{V_{t}\left( T_{i} \right)}} + {\left( {1 - x_{t}} \right){V_{t}\left( T_{i + 1} \right)}}} \right\rbrack}},{t \in \left\lbrack {T_{i - 1},T_{i}} \right\rbrack}$

where T_(i)−T_(i−1)=T_(i+1)−T_(i)=m×d and T_(i+1)−T_(i−1)=2m×d; d is thenumber of days in a month; V_(t)(T_(i)) is equal to S(t,T,T_(N)) for thePercentage Government Bond Price Volatility Index case andS^(bp)(t,T,T_(N)) for the Basis Point Government Bond Price VolatilityIndex case; and x_(t) is the weight such that

${{{x_{i}\frac{T_{i} - t}{12d}} + {\left( {1 - x_{t}} \right)\frac{T_{i + 1} - t}{12d}}} = \frac{m}{12}},{t \in \left\lbrack {T_{i - 1},T_{i}} \right\rbrack}$

which leads to the expression

${I_{t} \equiv \sqrt{\frac{1}{\left( {m/12} \right)}\left\lbrack {{\left( {\frac{T_{i + 1} - t}{m \times d} - 1} \right){V_{t}\left( T_{i} \right)}} + {\left( {2 - \frac{T_{i + 1} - t}{m \times d}} \right){V_{t}\left( T_{i + 1} \right)}}} \right.}},{t \in \left\lbrack {T_{i - 1},T_{i}} \right\rbrack}$

For the case of the Basis Point Yield Government Bond Volatility Index,the sandwich combination at time t may be expressed as

$I_{Y}^{bp} \equiv {100 \times {{\hat{P}}^{- 1}\left\lbrack \frac{I_{t}^{BP}}{I_{t}^{Perc}} \right\rbrack} \times I_{t}^{perc}}$

and for the case of the Modified-Duration Based Basis Point YieldGovernment Bond Volatility Index, the sandwich combination at time t maybe expressed as

$I_{{Yd},t}^{bp} \equiv \frac{100 \times \left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{I_{t}^{bp}}{I_{t}^{perc}} \right\rbrack}} \right) \times I_{t}^{bp}}{\begin{matrix}{{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{I_{t}^{bp}}{I_{t}^{perc}} \right\rbrack}} \right)^{- \frac{d\; c{({t_{i} - T})}}{d\; {c{({year})}}}}\left( \frac{d\; {c\left( {t_{i} - T} \right)}}{d\; {c({year})}} \right)}} +} \\{100\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{I_{t}^{bp}}{I_{t}^{perc}} \right\rbrack}} \right)^{- \frac{d\; {c{({t_{N} - T})}}}{d\; {c{({year})}}}}\left( \frac{d\; {c\left( {t_{N} - T} \right)}}{d\; {c({year})}} \right)}\end{matrix}}$

where I_(t) ^(BP) is the sandwich combination for the Basis PointGovernment Bond Price Volatility Index and I_(t) ^(perc) is the sandwichcombination for the Percentage Government Bond Price Volatility Index.

In the case where GB forward and forward options trade with maturitycycles, as a second non-limiting example, the volatility index may becalculated based on the skew of a particular future option contract witha shrinking time to maturity. For example, if the index is based onoptions expiring in three months on a ten year bond, the index on thefirst day would reflect expected volatility over the next three months,on the next day would reflect expected volatility over the next threemonths minus one day, and so on, until the index naturally expires atoption expiry in three months. The same methodology may be used in thecase of GB futures and future options.

FIG. 3, is a flow diagram that outlines an embodiment of the steps forcalculating and disseminating a Basis Point Government Bond PriceVolatility Index according to the present invention. At step 302, datais received electronically from an electronic data source. Included inthe received data is data regarding the GB options. At step 304, thedata is cleaned and normalized, according to known techniques, and GBoption price data are created as input for the index formula for allavailable maturity/tenor/strike combinations At step 306, if the optionprices are not those of European-style bond future options, they mayoptionally be converted to corresponding prices of European-style bondfuture options. At step 308, the prices for each maturity and tenorcombination for all available strikes are inputted into equationBP_GBVI, shown above, to calculate a basis point GB volatility index.

FIG. 4, is a flow diagram that outlines an embodiment of the steps forcalculating and disseminating a Percentage Government Bond PriceVolatility Index according to the present invention. At step 402, datais received electronically from an electronic data source. Included inthe received data is data regarding the GB options. At step 404, thedata is cleaned and normalized, according to known techniques, and a GBoption price data created as input for the index formula for allavailable maturity/tenor/strike combinations. At step 406, if the optionprices are not those of European-style bond future options, they mayoptionally be converted to corresponding prices of European-style futureoptions. At step 408, the prices for each maturity and tenor combinationfor all available strikes are inputted into equation PCT_GBVI, shownabove, to calculate a Percentage Government Bond Price Volatility Index.

FIG. 6, is a flow diagram that outlines an embodiment of the steps forcalculating and disseminating a Basis Point Government Bond YieldVolatility Index according to the present invention. At step 602, datais received electronically from an electronic data source. Included inthe received data is data regarding the GB options. At step 604, thedata is cleaned and normalized, according to known techniques, and a GBoption price data created as input for the index formula for allavailable maturity/tenor/strike combinations. At step 606, if the optionprices are not those of European-style bond future options, they mayoptionally be converted to corresponding prices of European-style futureoptions. At step 608, the prices for each maturity and tenor combinationfor all available strikes are inputted into equation BPY GBVI, shownabove, to calculate a Basis Point Government Bond Yield VolatilityIndex.

FIG. 7, is a flow diagram that outlines an embodiment of the steps forcalculating and disseminating a Modified Duration-Based Basis PointGovernment Bond Yield Volatility Index according to the presentinvention. At step 702, data is received electronically from anelectronic data source. Included in the received data is data regardingthe GB options. At step 704, the data is cleaned and normalized,according to known techniques, and a GB option price data created asinput for the index formula for all available maturity/tenor/strikecombinations. At step 706, if the option prices are not those ofEuropean-style bond future options, they may optionally be converted tocorresponding prices of European-style future options. At step 708, theprices for each maturity and tenor combination for all available strikesare inputted into equation MDBPY_GBVI, shown above, to calculate aModified Duration-Based Basis Point Government Bond Yield VolatilityIndex.

The steps shown in FIGS. 3, 4, 6, and 7 can be performed using thesystems illustrated in FIGS. 1, 2, and 5.

Implementation Examples

The following is a non-limiting example of how the methodologies of thepresent invention can be used to construct the three formulations ofGovernment Bond Volatility Indexes. As noted above the actualcalculation and dissemination of the Basis Point Government Bond PriceVolatility Index, Percentage Government Bond Price Volatility Index,Basis Point Government Bond Yield Volatility Index, andModified-Duration Based Basis Point Government Bond Yield VolatilityIndex are performed by the calculation and dissemination system, anexample of which is illustrated in FIG. 3.

The present example utilizes data reflecting hypothetical marketconditions. The data provided are premiums for European-style forwardput and call options, expressed in decimals, on a ten year GB forwardmaturing in one month. The data for this example is provided below intable 1:

TABLE 1 Premiums Strike Percentage Put Call Price (%) Implied Vol OptionOption 125.00 9.10 0.2343 · 10⁻³ 7.0234 · 10⁻² 125.50 8.53 0.2346 · 10⁻³6.5234 · 10⁻² 126.00 7.32 0.1326 · 10⁻³ 6.0132 · 10⁻² 126.50 6.78 0.1328· 10⁻³ 5.5132 · 10⁻² 127.00 7.24 0.3423 · 10⁻³ 5.0342 · 10⁻² 127.50 6.640.3465 · 10⁻³ 4.5346 · 10⁻² 128.00 6.33 0.4516 · 10⁻³ 4.0451 · 10⁻²128.50 6.15 0.6567 · 10⁻³ 3.5656 · 10⁻² 129.00 5.81 0.8557 · 10⁻³ 3.0855· 10⁻² 129.50 5.63 1.2506 · 10⁻³ 2.6250 · 10⁻² 130.00 5.35 1.7225 · 10⁻³2.1722 · 10⁻² 130.50 5.05 2.3656 · 10⁻³ 1.7365 · 10⁻² 131.00 4.82 3.3632· 10⁻³ 1.3363 · 10⁻² 131.50 4.71 4.9229 · 10⁻³ 9.9229 · 10⁻³ 132.00 4.536.8864 · 10⁻³ 6.8864 · 10⁻³ (ATM) 132.50 4.43 9.5398 · 10⁻³ 4.5398 ·10⁻³ 133.00 4.40 1.2865 · 10⁻² 2.8655 · 10⁻³ 133.50 4.38 1.6705 · 10⁻²1.7053 · 10⁻³ 134.00 4.40 2.0979 · 10⁻² 0.9793 · 10⁻³ 134.50 4.58 2.5619· 10⁻² 0.6192 · 10⁻³ 135.00 4.78 3.0400 · 10⁻² 0.4000 · 10⁻³ 135.50 4.933.5246 · 10⁻² 0.2462 · 10⁻³ 136.00 5.17 4.0169 · 10⁻² 0.1696 · 10⁻³136.50 5.21 4.5090 · 10⁻² 9.0837 · 10⁻⁵The first two columns of Table 1, as shown above, report strike price,K, and percentage implied volatilities for each strike price, IV(K). Thethird and fourth columns provide call and put option premiums.

Table 2, as shown below, provides information regarding the presentexamples calculation of the Basis Point Government Bond Price VolatiltiyIndex and, Percentage Government Bond Price Volatility Index, accordingto equations (BP_GBVI) and (PCT_GBVI) respectively.

TABLE 2 Weights Contributions to Strikes Strike Option Basis PointPercentage Basis Point Percentage Price (%) Type Price ΔK_(i)ΔK_(i)/K_(i) ² Contribution Contribution 125.00 Put 0.2343 · 10⁻³ 0.0053.2000 · 10⁻³ 1.1715 · 10⁻⁶ 7.4976 · 10⁻⁷ 125.50 Put 0.2346 · 10⁻³ 0.0053.1745 · 10⁻³ 1.1733 · 10⁻⁶ 7.4494 · 10⁻⁷ 126.00 Put 0.1326 · 10⁻³ 0.0053.1494 · 10⁻³ 6.6302 · 10⁻⁷ 4.1762 · 10⁻⁷ 126.50 Put 0.1328 · 10⁻³ 0.0053.1245 · 10⁻³ 6.6429 · 10⁻⁷ 4.1512 · 10⁻⁷ 127.00 Put 0.3423 · 10⁻³ 0.0053.1000 · 10⁻³ 1.7118 · 10⁻⁶ 1.0613 · 10⁻⁶ 127.50 Put 0.3165 · 10⁻³ 0.0053.0757 · 10⁻³ 1.7326 · 10⁻⁰ 1.0658 · 10⁻⁶ 128.00 Put 0.4516 · 10⁻³ 0.0053.0517 · 10⁻³ 2.2580 · 10⁻⁶ 1.3781 · 10⁻⁶ 128.50 Put 0.6367 · 10⁻³ 0.0053.0280 · 10⁻³ 3.2838 · 10⁻⁶ 1.9887 · 10⁻⁶ 129.00 Put 0.8557 · 10⁻³ 0.0053.0046 · 10⁻³ 4.2785 · 10⁻⁶ 2.5710 · 10⁻⁶ 129.50 Put 1.2506 · 10⁻³ 0.0052.9914 · 10⁻³ 6.2534 · 10⁻⁶ 3.7289 · 10⁻⁶ 130.00 Put 1.7225 · 10⁻³ 0.0052.9585 · 10⁻³ 8.6128 · 10⁻⁶ 5.0963 · 10⁻⁶ 130.50 Put 2.3656 · 10⁻³ 0.0052.9359 · 10⁻³ 1.1828 · 10⁻⁵ 6.9454 · 10⁻⁶ 131.00 Put 3.3632 · 10⁻³ 0.0052.9135 · 10⁻³ 1.6816 · 10⁻⁵ 9.7990 · 10⁻⁶ 131.50 Put 4.9229 · 10⁻³ 0.0052.8914 · 10⁻³ 2.4814 · 10⁻⁵ 1.4234 · 10⁻⁵ 132.00 ATM 6.8864 · 10⁻³ 0.0052.8596 · 10⁻³ 3.4431 · 10⁻⁵ 1.9761 · 10⁻⁵ 132.50 Call 4.5395 · 10⁻³0.005 2.8479 · 10⁻³ 2.2699 · 10⁻⁵ 1.2925 · 10⁻⁵ 133.00 Call 2.8655 ·10⁻³ 0.005 2.8266 · 10⁻³ 1.4327 · 10⁻⁵ 8.0999 · 10⁻⁶ 133.50 Call 1.7053· 10⁻³ 0.005 2.8054 · 10⁻³ 8.5265 · 10⁻⁶ 4.7842 · 10⁻⁶ 134.00 Call0.9793 · 10⁻³ 0.005 2.7845 · 10⁻³ 4.8959 · 10⁻⁶ 2.7271 · 10⁻⁶ 134.50Call 0.6192 · 10⁻³ 0.005 2.7632 · 10⁻³ 3.0963 · 10⁻⁶ 1.7118 · 10⁻⁶135.00 Call 0.4000 · 10⁻³ 0.005 2.7434 · 10⁻³ 2.0502 · 10⁻⁶ 1.0975 ·10⁻⁶ 135.50 Call 0.2462 · 10⁻³ 0.005 2.7232 · 10⁻³ 1.2312 · 10⁻⁶ 8.7062· 10⁻⁷ 136.00 Call 0.1696 · 10⁻³ 0.005 2.7032 · 10⁻³ 8.4830 · 10⁻⁷4.5864 · 10⁻⁷ 136.50 Call 9.0837 · 10⁻⁵ 0.005 2.6835 · 10⁻³ 4.5418 ·10⁻⁷ 2.4376 · 10⁻⁷ SUMS 1.7757 · 10⁻⁴ 1.0268 · 10⁻⁴

The second column of Table 2 displays the type of at-the-money andout-of the money GB forward option entering in the calculations of theembodiments of the GB Volatility Indexes. The third column displaysoption premiums entering into the calculation; the fourth and fifthcolumns report the weights each option premium bears towards the finalcomputation of the index; and finally, the sixth and seventh columnsreport each out-of-the money option premium multiplied by theappropriate weight. Each price in the third column is multiplied by thecorresponding weight in the fourth column, for the “Basis PointContribution,” and each price in the third column is multiplied by thecorresponding weight in the fifth column, for the “PercentageContribution.”

Thus, according to the data provided in this example, embodiments of theBasis Point Government Bond Price Volatiltiy Index and PercentageGovernment Bond Price Volatiltiy Index are calculated, respectively, asfollows:

${{GB} - {VI}^{BP}} = {{100^{2} \times \sqrt{\frac{1}{0.9980}\frac{2}{\left( {1/12} \right)} \times {1.7757 \cdot 10^{- 4}}}} = 653.4751}$and${{GB} - {VI}} = {{100 \times \sqrt{\frac{1}{0.9980}\frac{2}{\left( {1/12} \right)} \times {1.0268 \cdot 10^{- 4}}}} = {4.9692.}}$

The rescaling factor inside the square roots, (1/0.9980), is the inverseof a zero coupon bond expiring in one month.

The Basis Point Yield Government Bond Volatility Index value may then becalculated by first solving for

$B_{*} = {\frac{{GB} - {VI}^{bp}}{{GB} - {VI}} = {\frac{653.4751}{4.9692} = 131.5121}}$

then obtaining the implied yield of y_(B)={circumflex over(P)}⁻¹(131.5121)=7.2226×10⁻³ assuming n=1, N=10, and C_(i)=4, whichleads to

GB-VI _(I) ^(bp)=100×7.2226×10⁻³×4.9692=3.5891

and

GB-VI _(Yd) ^(bp)=100×4.9692/8.6048=57.749

For purposes of comparison, the at-the-money implied basis point andpercentage volatilities are IV^(BP)(ATM)=597.96 and IV(ATM)=4.53%.

In this non-limiting example, the basis point index is rescaled by 100²,to mimic the market practice to express basis point implied volatilityas the product of rates times log-volatility, where both rates andlog-volatility are multiplied by 100.

According to some embodiments of the present invention, indicescalculated according to the embodiments of the present invention mayserve as the underlying value for derivative contracts, such as optionsand futures contracts. More particularly, according to an embodiment ofthe present invention, a Government Bond Volatility Index (GB-VI) mayserve as the underlying reference for derivative contracts designed fortrading the volatility of GB futures prices of various maturities andunderlying tenors. In particular, futures and options contracts withvarying maturities based on the index may be traded OTC and/or listed onexchanges.

Derivative instruments based on the government bond volatility indexdisclosed above may be created as standardized, exchange-tradedcontracts, as well as over-the-counter contracts. Once the governmentbond volatility index (GB-VI) based on government future/forward optionsis calculated, the index may be accessed for use in creating aderivative contract, and the derivative contract may be assigned aunique symbol. Generally, the GB-VI derivative contract may be assignedany unique symbol that serves as a standard identifier for the type ofstandardized GB-VI derivative contract. Information associated with theGB-VI and/or the GB-VI derivative contract may be transmitted fordisplay, such as transmitting information to list the GB-VI index and/orthe GB-VI derivative on a trading platform. Examples of the types ofinformation that may be transmitted for display include a settlementprice of a GB-VI derivative, a bid or offer associated with a GB-VIderivative, a value of a GB-VI index, and/or a value of an underlyingoption that a GB-VI is associated with.

Generally, a GB-VI derivative contract may be listed on an electronicplatform, an open outcry platform, a hybrid environment that combinesthe electronic platform and open outcry platform, or any other type ofplatform known in the art. One example of a hybrid exchange environmentis disclosed in U.S. Pat. No. 7,613,650, filed Apr. 24, 2003, theentirety of which is herein incorporated by reference. Additionally, atrading platform such as an exchange may transmit GB-VI derivativecontract quotes of liquidity providers over dissemination networks toother market participants. Liquidity providers may include DesignatedPrimary Market Makers (“DPM”), market makers, locals, specialists,trading privilege holders, registered traders, members, or any otherentity that may provide a trading platform with a quote for a variancederivative. Dissemination Networks may include networks such as theOptions Price Reporting Authority (“OPRA”), the CBOE Futures Network, anInternet website or email alerts via email communication networks.Market participants may include liquidity providers, brokerage firms,normal investors, or any other entity that subscribes to a disseminationnetwork.

The trading platform may execute buy and sell orders for the GB-VIderivative and may repeat the steps of calculating the GB-VI of theunderlying options, accessing the GB-VI index, transmitting informationfor the GB-VI index and/or the GB-VI derivative for display (list theGB-VI and/or GB-VI derivative on a trading platform), disseminating theGB-VI and/or the GB-VI derivative over a dissemination network, andexecuting buy and sell orders for the GB-VI derivative until the GB-VIderivative contract is settled.

In some implementations, GB-VI derivative contracts may be tradedthrough an exchange-operated parimutuel auction and cash-settled basedon the GB-VI index of log returns of the underlying equity. Anelectronic parimutuel, or Dutch, auction system conducts periodicauctions, with all contracts that settle in-the-money funded by thepremiums collected for those that settle out-of-the-money.

As mentioned, in a parimutuel auction, all the contracts that settlein-the-money are funded by those that settle out-of-the-money. Thus, thenet exposure of the system is zero once the auction process iscompleted, and there is no accumulation of open interest over time.Additionally, the pricing of contracts in a parimutuel auction dependson relative demand; the more popular the strike, the greater its value.In other words, a parimutuel auction does not depend on market makers toset a price; instead the price is continuously adjusted to reflect thestream of orders coming into the auction. Typically, as each orderenters the system, it affects not only the price of the sought-afterstrike, but also affects all the other strikes available in thatauction. In such a scenario, as the price rises for the moresought-after strikes, the system adjusts the prices downward for theless popular strikes. Further, the process does not require the matchingof specific buy orders against specific sell orders, as in manytraditional markets. Instead, all buy and sell orders enter a singlepool of liquidity, and each order can provide liquidity for other ordersat different strike prices and the liquidity is maintained such thatsystem exposure remains zero. This format maximizes liquidity, a keyfeature when there is no tradable underlying instrument.

The following characteristics of futures contracts illustrate oneembodiment of a futures contract having an index of the presentinvention as an underlying asset. The characteristics are not meant tolimit the present invention, but rather to set forth commoncharacteristics of futures.

Contract Size: The notional amount of one unit of the contract may bedefined as a multiple of the index level, which may depend on thecurrency of the underlying index. When traded OTC, the multiplier may benegotiated between the parties involved on a trade-by-trade basis.

Contract Months: An exchange may list contracts with a pre-determinedsequence of maturity dates, e.g. the 3rd Friday of each of the next 6months. Similarly, OTC dealers may make markets in a pre-determinedsequence of maturity dates but may also make markets for contracts thatmature on other dates on a trade-by-trade basis.

Quotation & Minimum Price Intervals: Futures based on the index may bequoted in points and decimals or fractions that represent some notionalamount per contract and there may be a minimum increment by which thepricing of the contracts may vary, both of which may depend on thecurrency of the underlying index. The OTC market may adopt differentconventions for quoting and minimum ticks.

Last Trading Date: For each contract, a last trading date will bespecified.

Final Settlement Date: For each contract, a final settlement date willbe specified.

Final Settlement Value: The final settlement value shall be based on thelevel of the index computed at a pre-specified time on the settlementdate.

Delivery: Settlement of futures based on the index will take the form ofa delivery of the cash settlement amount and a payment date will bespecified in relation to the final settlement date.

Additional Specifications when Exchange Traded: When traded on anexchange, trading platform, margin requirements, trading hours, ordercrossing rules, block trading rules, reporting rules, and other detailsmay be specified.

The following characteristics of options contracts illustrate oneembodiment of an options contract having an index of the presentinvention as an underlying asset. The characteristics are not meant tolimit the present invention, but rather to set forth commoncharacteristics of options.

Contract Size: The notional amount of one unit of the contract may bedefined as a multiple of the index level, which may depend on thecurrency of the underlying index. When traded OTC, the multiplier may benegotiated between the parties involved on a trade-by-trade basis.

Contract Months: An exchange may list contracts with a pre-determinedsequence of expiration dates, e.g. the 3rd Friday of each of the next 6months. Similarly, OTC dealers may make markets in a pre-determinedsequence of maturity dates but may also make markets for contracts thatexpire on other dates on a trade-by-trade basis.

Strike Prices: For each currency, strike prices that are in-, at-, andout-of the money may be listed by an exchange or quoted by OTC dealersand new strike prices may be traded as future prices increase anddecrease. An exchange or the OTC dealer community may fix a minimumincrement between strike prices, depending on the currency of theunderlying index.

Quotation & Minimum Price Intervals: Options based on the index may bequoted in points and decimals or fractions that represent some notionalamount per contract and there may be a minimum increment by which thepricing of the contracts may vary, both of which may depend on thecurrency of the underlying index. The OTC Market may adopt differentconventions for quoting and minimum ticks.

Exercise Style: Options written on the GB-VI are likely to be, but notlimited to, European style. It is envisioned that American stylecontracts could also have an index of the present invention as anunderlying asset

Expiration Date: For each contract, an expiration date will bespecified.

Last Trading Date: For each contract, a last trading date will bespecified.

Settlement of Exercise: The final settlement value shall be based on thelevel of the index computed at a pre-specified time on the settlementdate. The cash settlement amount will be the difference between theindex level and the strike price, possibly adjusted by some multiplier,and a payment date will be specified in relation to the expiration date.

Additional Specifications when Exchange Traded: When traded on anexchange, trading platform, margin requirements, trading hours,reporting rules, and other details may be specified.

According to other embodiments of the present invention, other financialproducts that track or reference the indices of the present inventionmay be created. Such products include, but are not limited to, ExchangeTraded Funds and Exchange Traded Notes listed on exchanges andstructured products sold by financial institutions.

The foregoing description has been directed to specific embodiments ofthis invention. It will be apparent, however, that other variations andmodifications may be made to the described embodiments, with theattainment of some or all of their advantages

What is claimed is:
 1. A computer system for calculating a governmentbond volatility index comprising: memory configured to store at leastone program; and at least one processor communicatively coupled to thememory, in which the at least one program, when executed by the at leastone processor, causes the at least one processor to: receive dataregarding options on government bond derivatives; calculate, using thedata regarding options on government bond derivatives, the governmentbond volatility index; and transmit data regarding the government bondvolatility index.
 2. The computer system of claim 1, wherein the dataregarding options on government bond derivatives includes data regardingprices of options on government bond derivatives.
 3. The computer systemof claim 2, wherein the data regarding prices of options on governmentbond derivatives includes data regarding prices of options on governmentbond futures or government bond forwards.
 4. The computer system ofclaim 3, wherein the government bond volatility index is calculated attime t according to the equation:${{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}\;} \right)^{2}\end{bmatrix}}}$ wherein: t denotes a time at which the government bondvolatility index is calculated; T denotes a time of expiry of options ongovernment bond derivatives; T_(D) denotes a time of maturity ofgovernment bond derivatives underlying the options where T_(D)≥T; T_(N)denotes a time of expiry of government bonds; Z+1 denotes a total numberof options used in the index calculation; K₀ denotes the lowest strikeof the Z+1 options; K_(i) denotes the i^(th) highest strike of the Z+1options; K_(Z) denotes the highest strike of the Z+1 options;ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK _(Z)=(K_(Z) −K _(Z−1)); if the price is observable at time t, thenF_(t)(T_(D),T_(N)) is a price at time t of a government bond derivativecontract underlying the put and call options, expiring at T_(D) with anunderlying government bond maturing at T_(N); if the price is notobservable at time t, then F_(t)(T_(D),T_(N)) is the strike at which thedifference between the put and call prices is smallest; if there existsan option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N)); if there does not exist an option struck atF_(t)(T_(D),T_(N)), then K* is the first available strike belowF_(t)(T_(D),T_(N)); P_(t)(T) is a price at time t of a zero-couponnon-defaultable bond maturing at T; Put_(t)(K_(i)T,T_(D),T_(N)) is aprice at time t of a put option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); Call_(t)(K_(i),T,T_(D),T_(N)) is aprice at time t of a call option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); and GB-VI(t,T,T_(D),T_(N)) is thevalue of the government bond volatility index at time t calculated basedon options expiring at T on government bond derivatives expiring atT_(D) with an underlying bond maturing at T_(N).
 5. The computer systemof claim 3, wherein the government bond volatility index is calculatedat time t according to the equation:${{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( {{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}} \right)^{2}\end{bmatrix}}}$ wherein: t denotes a time at which the government bondvolatility index is calculated; T denotes a time of expiry of options ongovernment bond derivatives; T_(D) denotes a time of maturity ofgovernment bond derivatives underlying the options where T_(D)≥T; T_(N)denotes a time of expiry of government bonds; Z+1 denotes a total numberof options used in the index calculation; K₀ denotes the lowest strikeof the Z+1 options; K_(i) denotes the i^(th) highest strike of the Z+1options; K_(Z) denotes the highest strike of the Z+1 options;ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK _(Z)=(K_(Z) −K _(Z−1)); if the price is observable at time t, thenF_(t)(T_(D),T_(N)) is a price at time t of a government bond derivativecontract underlying the put and call options, expiring at T_(D) with anunderlying government bond maturing at T_(N); if the price is notobservable at time t, then F_(t)(T_(D),T_(N)) is the strike at which thedifference between the put and call prices is smallest; if there existsan option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N)); if there does not exist an option struck atF_(t)(T_(D),T_(N)), then K* is the first available strike belowF_(t)(T_(D),T_(N)); P_(t)(T) is a price at time t of a zero-couponnon-defaultable bond maturing at T; Put_(t)(K_(i)T,T_(D),T_(N)) is aprice at time t of a put option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); Call_(t)(K_(i),T,T_(D),T_(N)) is aprice at time t of a call option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); and GB-VI^(bp)(t,T,T,T_(N)) is thevalue of the government bond volatility index at time t calculated basedon options expiring at T on government bond derivatives expiring atT_(D) with an underlying bond maturing at T_(N).
 6. The computer systemof claim 3, wherein, in the absence of accrued coupons at time T, thegovernment bond volatility index is calculated at time t according tothe equation:${{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {{100 \times {{\hat{P}}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack} \times {GB}} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}}$  where$\mspace{20mu} {{{\hat{P}(y)} \equiv {{\sum\limits_{i = 1}^{N}{\frac{C_{i}}{n}\left( {1 + \frac{y}{n}} \right)^{- i}}} + {100\left( {1 + \frac{y}{n}} \right)^{- N}}}};}$and, wherein, in the presence of accrued coupons at time T with the nextcoupon due at t_(j), the government bond volatility index is calculatedat time t according to the equation:${{GB} - {{VI}_{Y}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {{100 \times {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack} \times {GB}} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}}$  where$\mspace{20mu} {{{\hat{P}}_{T}(x)} \equiv {{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + x} \right)^{- \frac{d\; {c{({t_{i} - T})}}}{d\; {c{({year})}}}}}} + {100\left( {1 + x} \right)^{- \frac{d\; {c{({t_{N} - T})}}}{d\; {c{({year})}}}}}}}$  and${{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}} \right)^{2}\end{bmatrix}}}$   and${{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( {{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}} \right)^{2}\end{bmatrix}}}$ wherein: t denotes a time at which the government bondvolatility index is calculated; T denotes a time of expiry of options ongovernment bond derivatives; t_(j) is the first coupon payment on orafter T; T_(D) denotes a time of maturity of government bond derivativesunderlying the options where T_(D)≥T; T_(N) denotes a time of expiry ofgovernment bonds; Z+1 denotes a total number of options used in theindex calculation; K₀ denotes the lowest strike of the Z+1 options;K_(i) denotes the i^(th) highest strike of the Z+1 options; K_(Z)denotes the highest strike of the Z+1 options;ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK _(Z)=(K_(Z) =K _(Z−1)); if the price is observable at time t, thenF_(t)(T_(D),T_(N)) is a price at time t of a government bond derivativecontract underlying the put and call options, expiring at T_(D) with anunderlying government bond maturing at T_(N); if the price is notobservable at time t, then F_(t)(T_(D),T_(N)) is the strike at which thedifference between the put and call prices is smallest; if there existsan option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N)); if there does not exist an option struck atF_(t)(T_(D),T_(N)), then K* is the first available strike belowF_(t)(T_(D),T_(N)); P_(t)(T) is a price at time t of a zero-couponnon-defaultable bond maturing at T; Put_(t)(K_(i),T,T_(D),T_(N)) is aprice at time t of a put option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); Call_(t)(K_(i),T,T_(D),T_(N)) is aprice at time t of a call option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); N denotes the total number ofcoupon payments of a government bond; C_(i) denotes the amount of thei^(th) coupon out of N coupons of a government bond; n denotes thefrequency of coupon payments per annum of a government bond; y denotesthe yield of a government bond; x denotes the yield of a governmentbond; {circumflex over (P)}(y) is a bond price corresponding to a bondyield of a coupon-bearing government bond; {circumflex over (P)}(y) isthe functional inverse of {circumflex over (P)}(y); {circumflex over(P)}_(T)(x) is a bond price at time T corresponding to a bond yield of acoupon-bearing government bond; {circumflex over (P)}_(T) ⁻¹(x) is thefunctional inverse of {circumflex over (P)}_(T)(x); dc(year) is thenumber of days in a year based on a day count convention used for thegovernment bond; dc(T-t) is the number of days between t and T based ona day count convention used for the government bond; GB-VI_(Y)^(bp)(t,T,T_(D),T_(N)) is the value of the government bond volatilityindex in terms of basis point yield volatility at time t calculatedbased on options expiring at T on government bond derivatives expiringat T_(D) with an underlying bond maturing at T_(N);GB-VI^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index in terms of basis point price volatility at time tcalculated based on options expiring at T on government bond derivativesexpiring at T_(D) with an underlying bond maturing at T_(N); andGB-VI(t,T, T_(D),T_(N)) is the value of the government bond volatilityindex in terms of percentage price volatility at time t calculated basedon options expiring at T on government bond derivatives expiring atT_(D) with an underlying bond maturing at T_(N).
 7. The computer systemof claim 3, wherein the government bond volatility index is calculatedat time t according to the equation:${{GB} - {{VI}_{Yd}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv \frac{\begin{matrix}{{100 \times \left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right) \times {GB}} -} \\{{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}\end{matrix}}{\begin{matrix}{{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right)^{- \frac{d\; {c{({t_{i} - T})}}}{d\; {c{({year})}}}}\left( \frac{d\; {c\left( {t_{i} - T} \right)}}{d\; {c({year})}} \right)}} +} \\{100\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right)^{- \frac{d\; {c{({t_{N} - T})}}}{d\; {c{({year})}}}}\left( \frac{d\; {c\left( {t_{N} - T} \right)}}{d\; {c({year})}} \right)}\end{matrix}}$   where$\mspace{20mu} {{{\hat{P}}_{T}(x)} \equiv {{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + x} \right)^{- \frac{d\; {c{({t_{i} - T})}}}{d\; {c{({year})}}}}}} + {100\left( {1 + x} \right)^{- \frac{d\; {c{({t_{N} - T})}}}{d\; {c{({year})}}}}}}}$  and${{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}} \right)^{2}\end{bmatrix}}}$   and${{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( {{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}} \right)^{2}\end{bmatrix}}}$ wherein: t denotes a time at which the government bondvolatility index is calculated; T denotes a time of expiry of options ongovernment bond derivatives; T_(D) denotes a time of maturity ofgovernment bond derivatives underlying the options where T_(D)≥T; T_(N)denotes a time of expiry of government bonds; Z+1 denotes a total numberof options used in the index calculation; K₀ denotes the lowest strikeof the Z+1 options; K_(i) denotes the i^(th) highest strike of the Z+1options; K_(Z) denotes the highest strike of the Z+1 options;ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK _(Z)=(K_(Z) −K _(Z−1)); if the price is observable at time t, thenF_(t)(T_(D),T_(N)) is a price at time t of a government bond derivativecontract underlying the put and call options, expiring at T_(D) with anunderlying government bond maturing at T_(N); if the price is notobservable at time t, then F_(t)(T_(D),T_(N)) is the strike at which thedifference between the put and call prices is smallest; if there existsan option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N)); if there does not exist an option struck atF_(t)(T_(D),T_(N)), then K* is the first available strike belowF_(t)(T_(D),T_(N)); P_(t)(T) is a price at time t of a zero-couponnon-defaultable bond maturing at T; Put_(t)(K_(i),T,T_(D),T_(N)) is aprice at time t of a put option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); Call_(t)(K_(i),T,T_(D),T_(N)) is aprice at time t of a call option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); N denotes the total number ofcoupon payments of a government bond; C_(i) denotes the amount of thei^(th) coupon out of N coupons of a government bond; n denotes thefrequency of coupon payments per annum of a government bond; x denotesthe yield of a government bond; {circumflex over (P)}_(T) (x) is a bondprice corresponding to a bond yield of a coupon-bearing government bond;{circumflex over (P)}_(T) ⁻¹(x) is the functional inverse of {circumflexover (P)}_(T)(x); dc(year) is the number of days in a year based on aday count convention used for the government bond; dc(T-t) is the numberof days between t and T based on a day count convention used for thegovernment bond; t_(j) is the first coupon payment on or after T;GB-VI_(Yd) ^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index in terms of basis point yield volatility at time tcalculated based on options expiring at T on government bond derivativesexpiring at T_(D) with an underlying bond maturing at T_(N);GB-VI^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index in terms of basis point price volatility at time tcalculated based on options expiring at T on government bond derivativesexpiring at T_(D) with an underlying bond maturing at T_(N); andGB-VI(t,T,T_(D),T_(N)) is the value of the government bond volatilityindex in terms of percentage price volatility at time t calculated basedon options expiring at T on government bond derivatives expiring atT_(D) with an underlying bond maturing at T_(N).
 8. The computer systemof claim 1, wherein the at least one processor is further caused to:create a standardized exchange-traded derivative instrument based on thegovernment bond volatility index; and transmit data regarding thestandardized exchange-traded derivative.
 9. The computer system of claim8, wherein transmitting data regarding the standardized exchange-tradedderivative instrument includes transmitting data regarding one or moreof a settlement price, a bid price, an offer price, or a trade price ofthe standardized exchange-traded derivative instrument.
 10. Anon-transitory computer readable storage medium havingcomputer-executable instructions recorded thereon that, when executed ona computer, configure the computer to perform a method to calculate agovernment bond volatility index, the method comprising: receiving dataregarding options on government bond derivatives; calculating, using thedata regarding options on government bond derivatives, the governmentbond volatility index; and transmitting data regarding the governmentbond volatility index.
 11. The non-transitory computer readable storagemedium of claim 10, wherein the data regarding options on governmentbond derivatives includes data regarding prices of options on governmentbond derivatives.
 12. The non-transitory computer readable storagemedium of claim 11, wherein the data regarding prices of options ongovernment bond derivatives includes data regarding prices of options ongovernment bond futures or government bond forwards.
 13. Thenon-transitory computer readable storage medium of claim 12, wherein thegovernment bond volatility index is calculated at time t according tothe equation:${{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}} \right)^{2}\end{bmatrix}}}$ wherein: t denotes a time at which the government bondvolatility index is calculated; T denotes a time of expiry of options ongovernment bond derivatives; T_(D) denotes a time of maturity ofgovernment bond derivatives underlying the options where T_(D)≥T; T_(N)denotes a time of expiry of government bonds; Z+1 denotes a total numberof options used in the index calculation; K₀ denotes the lowest strikeof the Z+1 options; K_(i) denotes the i^(th) highest strike of the Z+1options; K_(Z) denotes the highest strike of the Z+1 options;ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK _(Z)=(K_(Z) −K _(Z−1)); if the price is observable at time t, thenF_(t)(T_(D),T_(N)) is a price at time t of a government bond derivativecontract underlying the put and call options, expiring at T_(D) with anunderlying government bond maturing at T_(N); if the price is notobservable at time t, then F_(t)(T_(D),T_(N)) is the strike at which thedifference between the put and call prices is smallest; if there existsan option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N)); if there does not exist an option struck atF_(t)(T_(D),T_(N)), then K* is the first available strike belowF_(t)(T_(D),T_(N)); P_(t)(T) is a price at time t of a zero-couponnon-defaultable bond maturing at T; Put_(t)(K_(i),T,T_(D),T_(N))is aprice at time t of a put option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); Call_(t)(K_(i),T,T_(D),T_(N)) is aprice at time t of a call option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); and GB-VI(t,T,T_(D),T_(N)) is thevalue of the government bond volatility index at time t calculated basedon options expiring at T on government bond derivatives expiring atT_(D) with an underlying bond maturing at T_(N).
 14. The non-transitorycomputer readable storage medium of claim 12, wherein the governmentbond volatility index is calculated at time t according to the equation:${{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( {{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}} \right)^{2}\end{bmatrix}}}$ wherein: t denotes a time at which the government bondvolatility index is calculated; T denotes a time of expiry of options ongovernment bond derivatives; T_(D) denotes a time of maturity ofgovernment bond derivatives underlying the options where T_(D)≥T; T_(N)denotes a time of expiry of government bonds; Z+1 denotes a total numberof options used in the index calculation; K₀ denotes the lowest strikeof the Z+1 options; K_(i) denotes the i^(th) highest strike of the Z+1options; K_(Z) denotes the highest strike of the Z+1 options;ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK _(Z) =K_(Z−1)); if the price is observable at time t, then F_(t)(T_(D),T_(N))is a price at time t of a government bond derivative contract underlyingthe put and call options, expiring at T_(D) with an underlyinggovernment bond maturing at T_(N); if the price is not observable attime t, then F_(t)(T_(D),T_(N)) is the strike at which the differencebetween the put and call prices is smallest; if there exists an optionstruck at F_(t)(T_(D),T_(N)), then K* equals F_(t)(T_(D),T_(N)); ifthere does not exist an option struck at F_(t)(T_(D),T_(N)), then K* isthe first available strike below F_(t)(T_(D),T_(N)); P_(t)(T) is a priceat time t of a zero-coupon non-defaultable bond maturing at T;Put_(t)(K_(i),T,T_(D),T_(N)) is a price at time t of a put option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);Call_(t)(K_(i),T,T_(D),T_(N)) is a price at time t of a call option,struck at K_(i), expiring at T, and having an underlying government bondderivative expiring at T_(D) with an underlying bond maturing at T_(N);and GB-VI^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index at time t calculated based on options expiring at T ongovernment bond derivatives expiring at T_(D) with an underlying bondmaturing at T_(N).
 15. The non-transitory computer readable storagemedium of claim 12, wherein, in the absence of accrued coupons at timeT, the government bond volatility index is calculated at time taccording to the equation:${{GB} - {{VI}_{Y}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {{100 \times {{\hat{P}}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack} \times {GB}} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}}$  where$\mspace{20mu} {{{\hat{P}(y)} \equiv {{\sum\limits_{i = 1}^{N}{\frac{C_{i}}{n}\left( {1 + \frac{y}{n}} \right)^{- i}}} + {100\left( {1 + \frac{y}{n}} \right)^{- N}}}};}$and, wherein, in the presence of accrued coupons at time T with the nextcoupon due at t_(j), the government bond volatility index is calculatedat time t according to the equation:${{GB} - {{VI}_{Y}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {{100 \times {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack} \times {GB}} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}}$  where$\mspace{20mu} {{{\hat{P}}_{T}(x)} \equiv {{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + x} \right)^{- \frac{d\; {c{({t_{i} - T})}}}{d\; {c{({year})}}}}}} + {100\left( {1 + x} \right)^{- \frac{d\; {c{({t_{N} - T})}}}{d\; {c{({year})}}}}}}}$  and${{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}} \right)^{2}\end{bmatrix}}}$   and${{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( {{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}} \right)^{2}\end{bmatrix}}}$ wherein: t denotes a time at which the government bondvolatility index is calculated; T denotes a time of expiry of options ongovernment bond derivatives; t_(j) is the first coupon payment on orafter T; T_(D) denotes a time of maturity of government bond derivativesunderlying the options where T_(D)≥T; T_(N) denotes a time of expiry ofgovernment bonds; Z+1 denotes a total number of options used in theindex calculation; K₀ denotes the lowest strike of the Z+1 options;K_(i) denotes the i^(th) highest strike of the Z+1 options; K_(Z)denotes the highest strike of the Z+1 options;ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK _(Z)=(K_(Z) −K _(Z−1)); if the price is observable at time t, thenF_(t)(T_(D),T_(N)) is a price at time t of a government bond derivativecontract underlying the put and call options, expiring at T_(D) with anunderlying government bond maturing at T_(N); if the price is notobservable at time t, then F_(t)(T_(D),T_(N)) is the strike at which thedifference between the put and call prices is smallest; if there existsan option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N)); if there does not exist an option struck atF_(t)(T_(D),T_(N)), then K* is the first available strike belowF_(t)(T_(D),T_(N)); P_(t)(T) is a price at time t of a zero-couponnon-defaultable bond maturing at T; Put_(t)(K_(i),T,T_(D),T_(N)) is aprice at time t of a put option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); Call_(t)(K_(i),T,T_(D),T_(N)) is aprice at time t of a call option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); N denotes the total number ofcoupon payments of a government bond; C_(i) denotes the amount of thei^(th) coupon out of N coupons of a government bond; n denotes thefrequency of coupon payments per annum of a government bond; y denotesthe yield of a government bond; x denotes the yield of a governmentbond; {circumflex over (P)}(y) is a bond price corresponding to a bondyield of a coupon-bearing government bond; {circumflex over (P)}⁻¹(y) isthe functional inverse of {circumflex over (P)}(y); {circumflex over(P)}_(T)(x) is a bond price at time T corresponding to a bond yield of acoupon-bearing government bond; {circumflex over (P)}_(T) ⁻¹(x) is thefunctional inverse of {circumflex over (P)}_(T)(x); dc(year) is thenumber of days in a year based on a day count convention used for thegovernment bond; dc(T-t)is the number of days between t and T based on aday count convention used for the government bond; GB-VI_(Y)^(bp)(t,T,T_(D),T_(N)) is the value of the government bond volatilityindex in terms of basis point yield volatility at time t calculatedbased on options expiring at T on government bond derivatives expiringat T_(D) with an underlying bond maturing at T_(N);GB-VI^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index in terms of basis point price volatility at time tcalculated based on options expiring at T on government bond derivativesexpiring at T_(D) with an underlying bond maturing at T_(N); andGB-VI(t,T,T_(D),T_(N)) is the value of the government bond volatilityindex in terms of percentage price volatility at time t calculated basedon options expiring at T on government bond derivatives expiring atT_(D) with an underlying bond maturing at T_(N).
 16. The non-transitorycomputer readable storage medium of claim 12, wherein the governmentbond volatility index is calculated at time t according to the equation:${{GB} - {{VI}_{Yd}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv \frac{\begin{matrix}{{100 \times \left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right) \times {GB}} -} \\{{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}\end{matrix}}{\begin{matrix}{{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right)^{- \frac{d\; {c{({t_{i} - T})}}}{d\; {c{({year})}}}}\left( \frac{d\; {c\left( {t_{i} - T} \right)}}{d\; {c({year})}} \right)}} +} \\{100\left( {1 + {{\hat{P}}_{T}^{- 1}\left\lbrack \frac{{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}}{{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \right\rbrack}} \right)^{- \frac{d\; {c{({t_{N} - T})}}}{d\; {c{({year})}}}}\left( \frac{d\; {c\left( {t_{N} - T} \right)}}{d\; {c({year})}} \right)}\end{matrix}}$   where$\mspace{20mu} {{{\hat{P}}_{T}(x)} \equiv {{\sum\limits_{i = j}^{N}{\frac{C_{i}}{n}\left( {1 + x} \right)^{- \frac{d\; {c{({t_{i} - T})}}}{d\; {c{({year})}}}}}} + {100\left( {1 + x} \right)^{- \frac{d\; {c{({t_{N} - T})}}}{d\; {c{({year})}}}}}}}$  and${{GB} - {{VI}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100 \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{\frac{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{\frac{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}{K_{i}^{2}}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( \frac{{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}}{K_{*}} \right)^{2}\end{bmatrix}}}$   and${{GB} - {{VI}^{bp}\left( {t,T,T_{D},T_{N}} \right)}} \equiv {100^{2} \times \sqrt{\frac{1}{\left( {T - t} \right)}\begin{bmatrix}{{\frac{2}{P_{t}(T)}\begin{bmatrix}{{\sum\limits_{i:{K_{i} < K_{*}}}{{{Put}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}} +} \\{\sum\limits_{i:{K_{i} \geq K_{*}}}{{{Call}_{t}\left( {K_{i},T,T_{D},T_{N}} \right)}\Delta \; K_{i}}}\end{bmatrix}} -} \\\left( {{F_{t}\left( {T_{D},T_{N}} \right)} - K_{*}} \right)^{2}\end{bmatrix}}}$ wherein: t denotes a time at which the government bondvolatility index is calculated; T denotes a time of expiry of options ongovernment bond derivatives; T_(D) denotes a time of maturity ofgovernment bond derivatives underlying the options where T_(D)≥T; T_(N)denotes a time of expiry of government bonds; Z+1 denotes a total numberof options used in the index calculation; K₀ denotes the lowest strikeof the Z+1 options; K_(i) denotes the i^(th) highest strike of the Z+1options; K_(Z) denotes the highest strike of the Z+1 options;ΔK _(i)=1/2(K _(i+1) −K _(i−1)) for i≥1, and ΔK ₀=(K ₁ −K ₀), ΔK _(Z)=(K_(Z) −K _(Z−1)); if the price is observable at time t, thenF_(t)(T_(D),T_(N)) is a price at time t of a government bond derivativecontract underlying the put and call options, expiring at T_(D) with anunderlying government bond maturing at T_(N); if the price is notobservable at time t, then F_(t)(T_(D),T_(N)) is the strike at which thedifference between the put and call prices is smallest; if there existsan option struck at F_(t)(T_(D),T_(N)), then K* equalsF_(t)(T_(D),T_(N)); if there does not exist an option struck atF_(t)(T_(D),T_(N)), then K* is the first available strike belowF_(t)(T_(D),T_(N)); P_(t)(T) is a price at time t of a zero-couponnon-defaultable bond maturing at T; Put_(t)(K_(i)T,T_(D),T_(N)) is aprice at time t of a put option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); Call_(t)(K_(i),T,T_(D),T_(N)) is aprice at time t of a call option, struck at K_(i), expiring at T, andhaving an underlying government bond derivative expiring at T_(D) withan underlying bond maturing at T_(N); N denotes the total number ofcoupon payments of a government bond; C_(i) denotes the amount of thei^(th) coupon out of N coupons of a government bond; n denotes thefrequency of coupon payments per annum of a government bond; x denotesthe yield of a government bond; {circumflex over (P)}_(T)(x) is a bondprice corresponding to a bond yield of a coupon-bearing government bond;{circumflex over (P)}_(T) ⁻¹(x) is the functional inverse of {circumflexover (P)}_(T)(x); dc(year) is the number of days in a year based on aday count convention used for the government bond; dc(T-t) is the numberof days between t and T based on a day count convention used for thegovernment bond; t_(j) is the first coupon payment on or after T;GB-VI_(Yd) ^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index in terms of basis point yield volatility at time tcalculated based on options expiring at T on government bond derivativesexpiring at T_(D) with an underlying bond maturing at T_(N);GB-VI^(bp)(t,T,T_(D),T_(N)) is the value of the government bondvolatility index in terms of basis point price volatility at time tcalculated based on options expiring at T on government bond derivativesexpiring at T_(D) with an underlying bond maturing at T_(N); andGB-VI(t,T,T_(D),T_(N)) is the value of the government bond volatilityindex in terms of percentage price volatility at time t calculated basedon options expiring at T on government bond derivatives expiring atT_(D) with an underlying bond maturing at T_(N).
 17. The non-transitorycomputer readable storage medium of claim 10, wherein the at least oneprocessor is further caused to: create a standardized exchange-tradedderivative instrument based on the government bond volatility index; andtransmit data regarding the standardized exchange-traded derivative. 18.The non-transitory computer readable storage medium of claim 17, whereintransmitting data regarding the standardized exchange-traded derivativeinstrument includes transmitting data regarding one or more of asettlement price, a bid price, an offer price, or a trade price of thestandardized exchange-traded derivative instrument.